Modeling, Analysis, and Control Mechanism of Complex Systems; Linguistic Dynamic Systems (LDS); Intelligent Control Systems; Parallel Intelligence; Social Energy and Social Computing; Knowledge Automation; Intelligent Systems; Intelligent Vehicles; Robotics and Automation; Blockchain  DAO;

Ph.D.   1990.08    Department of Electrical, Computer, and Systems Engineering Rensselaer Polytechnic Institute,Troy,New York,USA 

M.S.    1984.10    Department of Mechanics and Applied  Mathematics ZhejiangUniversity,Hangzhou,China 

B.S.     1982.01    Department of Chemical Mechanical Engineering, QingdaoUniversityof Science andTechnology,Shandong,China

1984-1986: Instructor, Department of Mechanics, Zhejiang University, Hangzhou, China  

1986-1988: Research Assistant Robotics and Automation Laboratory (RAL), Rensselaer Polytechnic Institute (RPI), Troy, USA

1988-1990: Research Engineer   NASA Center for Intelligent Robotic Systems for Space Exploration (CIRSSE) ,USA

1988-1989: Research Associate New York State Center for Manufacturing and  Productivity Transfer, New York, USA

1990-2011:  Professor and Director, University of Arizona,Tucson, USA

     • Assistant Professor (1990)

      • Associate Professor (1995)

      • Full Professor (1999)

      • Director of the Robotics and Automation Laboratory (1990-2011)

      • Director of the Program in Advanced Research for Complex Systems (1999-2011) 

1990-2008: Research Scientist, NASA Space Engineering Research Center, Tucon, USA

1992-1997: Research Professor, Motor Control Group, Arizona Laboratory, Tucon, USA

1998-Present: Professor and Director, Institute of Automation, Chinese Academy of Sciences (CAS), Beijing, China

      • Founding Director of the Intelligent Control and Systems Engineering Center under the support of the Outstanding Chinese Talents Program from the State Planning Council (1999)

                   • Appointed as the Director of the Key Laboratory of Complex Systems and Intelligence Science, CAS (2002)

                   • Appointed as the Vice President of the Institute of Automation, CAS (2006-2010)

                   • Appointed as the State Specially Appointed Expert and the Founding Director of the State Key Laboratory for Management and Control of Complex  Systems (2011)

2005-2019: Dean, School of Software Engineering, Xi’an Jiaotong University,Xi'an, China

2010-2019: Director, The Research Center of Computational Experiments and Parallel Systems, National University of Defense Technology (NUDT),Changsha, China

Publications

Editor-in-Chief

• IEEE Transactions on Intelligent Vehicles (2022-Present)

• IEEE Transactions on Computational Social Systems (2017-2021)

• Acta Automatica Sinica (2011-2017)

• IEEE Transactions on Intelligent Transportation Systems(2009-2016)

• IEEE Intelligent Systems (2009-2012)

Founding Editor-in-Chief

• Chinese Journal of Intelligent Science and Technology(in Chinese) (2019-2022)    

• China's Journal of Command and Control (in Chinese) (2015-2021)    

• IEEE/CAA Journal of Automatica Sinica (2014-2071)

• IEEE Intelligent Transportation Systems Magazine (2006-2007)

• International Journal of Intelligent Control and Systems(1995-2000)

Associate Editor

• IEEE Transactions on Systems, Man, and Cybernetics: Systems (2021-Present)

• Systems Engineering, the INCOSE Journal (2012-Present)

• ACM Transactions on Intelligent Systems and Technology (2010-2012)

• ACM Transactions on Management Information Systems (2010-2014)

• IEEE Transactions on Service Computing  (2008-2010)

• IEEE Transactions on Knowledge and Data Engineering  (2006-2008)

• IEEE Intelligent Systems (2004-2008)

• IEEE Transactions on Robotics and Automation  (2003-2005)

• IEEE Transactions on Intelligent Transportation Systems (2002-2008)

• IEEE Transactions on Systems, Man, and Cybernetics (1999-2005)

Associate Editor-in-Chief

• Science and Technology Review  (2008-2014)

• IEEE Intelligent Systems (2004-2008)

Organizations

Chief Scientist

• Waytous (Beijing) Technology Co., Ltd. (2019-Present)

Director

• China International Trust and Investment Corporation Press Group (2022-Present)

• Xuzhou Construction Machinery Group Co., Ltd. (XCMG) (2017-Present)

• Beijing Traffic Control Technology Co., Ltd. (2018-2022)

• Shenzhen DiGE Intelligent Technology Co., Ltd. (2018-2022)

• Qingdao Huituo Intelligent Machine Co., Ltd. (2014-2019) 

President

• Supervision Council of Chinese Association of Automation (2018-Present)

• IEEE Council on Radio Frequency Identification (CRFID) (2020-2021)

• Association of Global Intelligent Science and Technology (AGIST)  (2015-2022)

• American Zhu Kezhen Education Foundation  (2005-2008)

• IEEE ITS Society (2005-2007)

• Chinese Association for Science and Technology, USA (2005-2006)

Vice President

• IEEE Systems, Man, and Cybernetics Society (2019-2021)

• ACM China Council (2010-2011)

• Chinese Association of Automation (2008-2018)

Founding Chair

• AAAI Beijing Chapter (2011-2016)

• ACM Social and Economic Computing Chapter (2010-2015)

• INFORMS Beijing Chapter (2008-2011)

• ACM Beijing Chapter (2006-2008)

• INCOSE Beijing Chapter (2005-2008)

Editor-in-Charge

• Series in Intelligent Control and Intelligent Automation (1994-2005)

Chair

•The International Federation of Automatic Control (IFAC) Coordinating Committee CC 9 (2023-Present)

• IFAC Technical Committee on Economic, Business, and Financial Systems (2016-2023)

• IFAC Technical Committee on Social and Economic Systems (2008-2013)

Conferences

General Chair

• The 18th IEEE International Conference on Service Operations and Logistics, and Informatics (SOLI2024), Macau, China, Jun. 22-24, 2024.

• 2021 IEEE International Conference on Digital Twins & Parallel Intelligence, Beijing, China, Jul. 2021.

• The 3rd IFAC Workshop on Cyber-Physical & Human Systems, Beijing, China, Dec. 2020.

• The 12th Parallel Intelligence Conference, Qingdao, China, Sep. 2020.

• The 11th Parallel Intelligence Conference, Beijing, China, Dec. 2019.

• The 29th IEEE Intelligent Vehicles Symposium, Changshu, China, Jun. 2018.

• Chinese Congress on Intelligent Vehicles, Wuhan, China, Oct. 2015.

• The 17th IEEE International Conference on Intelligent Transportation Systems, Qingdao, China, Oct. 2014.

• Proceedings of 2012 IEEE International Conference on Service Operations and Logistics, and Informatics, Suzhou, China, Jul. 2012

• The 9th IEEE International Conference on Networking, Sensing and Control, Beijing, China, Jul. 2012.

• 2011 IEEE International Conference on Intelligence and Security Informatics, Beijing, China, July 2011.

• 2010 IEEE International Conference on Vehicular Electronics and Safety, Qingdao, China, Jul. 2010.

• The 1st National Conference on Social Computing, Beijing, China, Dec. 2009.

• The 1st National Conference on Parallel Management, Beijing, China, Dec. 2009.

• The 11th IEEE International Conference on Intelligent Transportation Systems, Beijing, China, 2008.

• 2008 ASME/IEEE International Conference on Mechatronic and Embedded Systems and Applications, Beijing, China, Oct. 2008.

• Oriental Science and Technology Forum on Web Sciences, Shanghai, China, 2007.

• 2007 ASME/IEEE International Conference on Mechatronic and Embedded Systems and Applications (MESA’07), Las Vegas, NV USA, Sep. 2007.

• 2007 IEEE/INFORMS International Conference on Service Operations and Logistics, and Informatics (SOLI), Philadelphia, PA USA, Aug. 2007.

• 2007 IEEE International Conference on Vehicular Electronics and Safety (VES 07), Beijing, China, Dec. 2007.

• 2007 Pacific and Asian Workshop on Intelligence and Security Informatics, Chengdu, China, Apr. 2007.

• 2006 IEEE International Conference on Vehicular Electronics and Safety, Shanghai, China, Dec. 2006.

• 2005 ASME/IEEE International Conference on Mechatronic and Embedded Systems and Applications (MESA’05), Long Beach, CA, USA, Oct. 2005.

• 2005 IEEE International Symposium on Intelligent Vehicles, Las Vegas, NV, USA, Jun. 2005.

• 2005 IEEE International Conference on Networking, Sensing, and Control, Tucson, AZ, USA, Mar. 2005.

• 2003 IEEE International Conference on Intelligent Transportation Systems, Shanghai, China, Oct. 2003. 

General Co-Chair

• The 1st IEEE International Conference on Human-Machine Systems, Rome, Italy, Sep. 2020.

• Chinese Congress on Intelligent Vehicles, Wuhan, China, Oct. 2015.

• IEEE International Intelligent Transportation Systems Conference, Qingdao, China, Oct. 2014.

• IEEE/INFORMS 2006 International Conference on Service Operations and Logistics, and Informatics, Shanghai, China, Jun. 2006.

• The 1st US-China International Workshop on Digital Government Research and Practice (IntDG06), Beijing China, Oct. 2006.

• Workshop on Intelligence and Security Informatics (WISI 05), Singapore, Apr. 2005.

• 2005 IEEE Intelligence and Security Informatics, Atlanta, GA, May 2005. 

Program Chair

• 2022 IEEE International Conference on Intelligent Transportation Systems, Macau, China, Oct. 2022.

• 2009 IEEE Intelligent Vehicles Symposium, Xi’an, China, Jun. 2009

• XiangShan Scientific Conference on Social Computing, Beijing, China, 2007.

• The 29th XiangShan Conference on System of Systems for Social Computing: Fundamentals and Applications, Beijing, China, Apr. 2007.

• 2006 IEEE/INFORMS International Conference on Service Operations and Logistics, and Informatics (SOLI 06), Shanghai, China, Jun. 2006.

• 2001 IEEE International Conference on Systems, Man, and Cybernetics, Tucson, AZ, USA, Oct. 2001.

• 1998 IEEE International Symposium on Intelligent Control, Gaithersburg, VA, USA, Sep. 1998. 

Program Co-Chair

• The 2nd IEEE International Conference on Human-Machine Systems, Magdeburg, Germany, Sep. 2021.

• The 14th International IEEE Conference on Intelligent Transportation Systems, Anchorage, AK, USA, Sep. 2010.

• 2010 IEEE International Symposium on Intelligent Vehicles, San Diego, USA, Jun. 2010.

• 2004 IEEE International Symposium on Intelligent Vehicles, Parma, Italy, Jun. 2004.

Tutorials and Workshops Chair

• 2002 IEEE International Conference on Decision and Control, Las Vegas, NV, USA, Dec. 2002

Local Arrangement Chair

• The 23rd International Joint Conference on Artificial Intelligence, Beijing, China, Aug. 2013.

Awards Committee Co-Chair

• The Internal Joint Conference on Artificial Intelligence, Beijing, China, Aug. 2013.

Honors

•International Federation of Automatic Control (IFAC) Fellow  (2007)

For outstanding contributions to intelligent control systems and their applications 

•American Society of Mechanical Engineers (ASME) Fellow (2007)

For outstanding contributions in mechanics, robotics, mechatronics, and embedded systems 

•American Association for the Advancement of Science (AAAS) Fellow (2007)

For significant contributions to the field of complex systems and intelligence science,

particularly for theory and methods in social computing, computational intelligence,

and intelligent control. 

•International Council of Systems Engineering (INCOSE) Fellow (2005)

For significant contributions to theory and applications of intelligent and complex

•Institute of Electrical and Electronics Engineers (IEEE) Fellow (2003)

For significant contributions to theory and applications of intelligent and complex

Awards

•Natural Science Award, Chinese Association of Automation (2023)

•Science and Technology Award, China National Coal Association  (2023)

•Shenzhen Municipality Innovation Award for Science and Technology  (2023)

•Natural Science Award, Chinese Association of Automation  (2022)

•IFAC Pavel J. Nowacki Distinguished Lecturer for 2020-2023 Triennium (2021)

•IEEE ITS Outstanding Application Award (2021)

•Science and Technology Progress Award, Chinese Association of Automation (2021)

•Natural Science Award, Chinese Association of Automation (2020)

•IFAC Outstanding Service Award (2020)

•IEEE SMC Andrew Sage Award Best Transactions Paper Award (2019)

•Science and Technology Award, China Intelligent Transportation Systems Association (2019)

•First Prize in Creative Founder Award, China Association of Inventions (2018)

•Science and Technology Progress Award, Chinese Association of Automation (2018)

•Science and Technology Award, China Highway and Transportation Society (2017)

•Science and Technology Progress Award, Chinese Association of Automation (2017)

•IEEE Transactions on Neural Networks and Learning Systems Outstanding Paper Awards (2017)

•Natural Science Award, Chinese Association of Automation (2016)

•Natural Science Award, Chinese Association of Automation (2015)

•IEEE ITS Outstanding Application Award (2015)

•IEEE SMC Society Norbert Wiener Award (2014)

•ASME/IEEE Achievement Award in Mechatronic/Embedded Systems (2012)

•IEEE ITS Outstanding Research Award (2011)

•IEEE ITS Outstanding Application Award (2009)

•IEEE ITS Outstanding Service and Leadership Award (2009)

•The National Natural Science Award of China (2007)

•ASME Outstanding Service Award (2007)

•Excellent Advisor Award: Chinese Academy of Sciences (2006)

•Excellent Advisor Award: Chinese Academy of Sciences (2004)

•Beijing Science and Technology Progress Award (2004)

•Excellent Performance Award for Hundred Talents, Chinese Academy of Sciences (2002)

•Taylor Franklin Best Paper Award (2002)

•IEEE SMC Outstanding Service Award  (2002)

•Innovation and Contribution Award: ABB Inc.  (2002)

•Outstanding Young Scientist Award: Natural Science Foundation of China  (2001)

•Outstanding Contribution Award: IBM  (2000)

•Outstanding Technical Contribution Award: BHP Copper  (1999)

•Oversea Outstanding Talent Award: Chinese Academy of Sciences (1999)

•Excellent Academic Award: Chinese Association of Science and Technology (1999)

•Technical Innovation Award: Caterpillar  (1996)

•Outstanding Technical Contribution Award: AT&T Foundation  (1992)

[1] PI. "Intelligent Management and Control Technology for Vehicle Road Collaboration of Connected Autonomous Vehicles." Department of Science and Technology of Guangdong Province and CATARC, China, 2020-2022.

[2] PI. "Research on Cooperation Framework and Interaction Mechanism of Human Machine Hybrid Multi-agent." Ministry of Science and Technology, China, 2019-2023.

[3] Co-PI. "Parallel Verification and Analysis System of Urban Traffic Based on Big Data." National Natural Science Foundation of China, 2019-2022.

[4] PI. "Intel Collaborative Research Institute for Intelligent and Automated Connected Vehicles." Intel Corporation, 2018-2021.

[5] Co-PI. "Research and Application Validation of Parallel Driving Technology Based on Intelligent Intelligence Fusion of Man-Machine Intention." Beijing Municipal Science and Technology Commission, 2018-2019.

[6] PI. "Application of Artificial Intelligence Adaptive Technology in K12 Education." Shanghai Yixue Education Technology Co., Ltd., 2018-2019.

[7] Co-PI. "Strategy Research and Platforms Construction for Steering Group of Experts." National Natural Science Foundation of China, 2017-2018.

[8] PI. "Research and Verification of Knowledge Automation Systems for Production Planning in Process Industry Based on the CPSS." National Natural Science Foundation of China, 2016-2020.

[9] PI. "Industries 5.0 Demonstration Project." QDMG and Huatong Inc., China, 2016-2020.

[10] PI. "Intelligent Industries Development Fund." Venture Capital Investment, China, 2015-2020.

[11] PI. "Intelligent Vehicles Proving Ground Project." CSMG, China, 2015-2018.

[12] PI. "Intelligent Enterprise Systems." QDMG, China, 2014-2020.

[13] PI. "ERP3.0: Research on the Theory and Key Technology of Parallel Management Systems for Enterprises." National Natural Science Foundation of China, 2013-2017.

[14] Co-PI. "CC 5.0 and Intel 5.0: Computational Experiments, Knowledge Automation, Parallel Systems and Parallel Testing." DRF, China, 2012-2015.

[15] PI. "Cloud Computing for Intelligent Systems and Applications." DGMG, China, 2012-2014.

[16] PI. "Management and Control of Complex Systems." Ministry of Science and Technology, China, 2011-2016.

[17] PI. "Social Computing and Parallel Systems." Chinese Academy of Sciences, China, 2010-2013.

[18] PI. "Method and Application of Intelligent Control and Computational Intelligence (Phase II)." National Natural Science Foundation of China, 2010-2012.

[19] PI. "Social Computing in E-Commerce." National Natural Science Foundation of China, 2009-2012.

[20] PI. "Social Computing: Prototype Systems." Chinese Academy of Sciences, China, 2008-2011.

[21] PI. "Basic Theory and Prototype System of Information and Security Informatics and Social Computing." Chinese Academy of Sciences, China, 2008-2009.

[22] PI. "Knowledge-based Multimedia Search Technologies and Service-Oriented Vertical Search Engines." Hi-tech Research and Development Program of China (863 Project), Ministry of Science and Technology, China, 2007-2010.

[23] PI. "Method and Application of Intelligent Control and Computational Intelligence." National Natural Science Foundation of China, 2007-2009.

[24] PI. "Outstanding Team Grant." The National Natural Science Foundation and Chinese Academy of Sciences, China, 2005-2012.

[25] PI. "Information and Security Informatics Research Team." Chinese Academy of Sciences, China, 2005-2008.

[26] PI. "Intelligence and Security Informatics." International Cooperation Program, Chinese Academy of Sciences, China, 2005-2008.

[27] PI. "Social Computing: Theory and Applications." Chinese Academy of Sciences, China, 2005-2007.

[28] PI. "Specifical Fund for Computing with Word and Linguistic Dynamic Systems." National Natural Science Foundation of China, 2005.

[29] PI. "Agent-based Control for Networked Systems." Key Project Program, the National Science Foundation and Chinese Academy of Sciences, China, 2004-2008.

[30] PI. "Research on the Control Theory and Method under the Internet Environment." National Natural Science Foundation of China, 2004-2007.

[31] PI. "Development of Embedded Vehicular Computing Platforms." The Provincial Key Technical Research Program, Department of Science and Technology, Shandong Province, China, 2004-2006.

[32] PI. "OSEK/VDX & OSGi-based Embedded Vehicular Software Platform." Hi-tech Research and Development Program (863 Project), Ministry of Science and Technology, China, 2004-2005.

[33] Co-PI. "Reconfigurable Systems for Networked Manufacturing Systems." The National Key Fundamental Research Program (973 Project), Ministry of Science and Technology, China, 2003-2008.

[34] PI. "Agent-based Technology for Real-time Networked Manufacturing Systems." Department of Science and Technology, Shandong Province, China, 2003-2006.

[35] PI. "Laboratory Development Matching Grant." National Key Laboratory Program, Chinese Academy of Sciences, China, 2002-2007.

[36] PI. "Laboratory Development Grant." National Key Laboratory Program, Ministry of Science and Technology, China, 2002-2007.

[37] PI. "Intelligent Control Theory." National Natural Science Foundation of China, 2002-2005.

[38] PI. "Digital Highway and Vehicles." DOT, USA, 2002-2005.

[39] PI. "Sino-US Joint Center for Intelligent Control and Systems." Kelon Group and Chinese Academy of Sciences, China, 2001-2003.

[40] PI. "Intelligent Transportation Systems for Integrated Traffic Control and Management." Key Project in the Knowledge Innovation Program, Chinese Academy of Sciences, China, 2001-2002.

[41] PI. "Outstanding Young Scientist Award." The National Natural Science Foundation and Chinese Academy of Sciences, China, 2001.

[42] PI. "PARCS (Program for Advanced Research in Complex Systems) Grant." ABB USA, 2001.

[43] PI. "PARCS (Program for Advanced Research in Complex Systems) Scholarship Grant." Tang Education Foundation, 2001.

[44] PI. "Development in Telematics, Vehicular Navigation Systems, and Intelligent Home Systems." Kelon Group, China, 2000-2003.

[45] PI. "Integrated Design and Control of Flexible Manipulators." National Natural Science Foundation of China, 1999-2002.

[46] PI. "Mechatronic Design and Control of IBM High-Performance Tape Track Following Systems." IBM, San Jose, CA, 1999-2000.

[47] PI. "Outstanding Oversea Talent Award (II)." The State Planning and Development Council and Chinese Academy of Sciences, China, 2002.

[48] PI. "Outstanding Oversea Talent Award." The State Planning and Development Council and Chinese Academy of Sciences, China, 1999.

[49] PI. "Integrated Platform for Internet-based Laboratory Experiments." The National Science Foundation, USA, 1998-2001.

[50] PI. "Vehicles with Intelligent Systems for Transport Automation (VISTA Project)." The Arizona State Legislature, 1998-1999.

[51] Co-PI. "Soft Distributed Control Systems for In Situ Copper Leaching." BHP Copper Corporation, 1998-1999.

[52] PI. "An Agent-Based Distributed Control System for Leaching Processes." PWI Inc., 1998-1999.

[53] PI. "A PLC Control System for BGA Assembly Stations." RVSI Corporation, 1998.

[54] Co-PI. "Robotic Excavation Techniques for Wheel Loaders." Caterpillar Corporation, 1996-1999.

[55] PI. "Development of a Computer-Based Scheduling Model for Planning and Operational Control of Leach Operations." Copper Range Co., MI, 1995-1996.

[56] Co-PI. "Training Program in Motor Control Neurobiology." National Institute of Health, 1994-1997.

[57] PI. "Automated Robotic Mining Excavation using Fuzzy Logic and Neural Networks." National Science Foundation, USA, 1994-1995.

[58] PI. "A Vision-Based Intelligent Real-Time Control System for Mining Tasks in Dynamic Environments." Arizona Mining and Mineral Resource Research Institute, 1993-1994.

[59] PI. "An Intelligent Vehicle for Lunar/Martian Applications." Seed Grant from NASA, 1992-1993.

[60] PI. "High-Autonomous Control System Development for Lunar/Martian Oxygen Production Plant." NASA, 1991-1993.

[61] PI. "Design and Evaluation of Communication Protocols for LAN-Connected Machines Environments." AT&T Science and Engineering Foundation, 1991-1992.

[1] B. Tian, R. Song, Y. Lv, C. Zhang, T. Yao, F.-Y. Wang, "A Method and Apparatus for Building Autonomous Driving Data for Mining Area Scenarios," China: ZL202410148923.5, Mar. 25, 2024.

[2] Z. Yuan, Y. Lv, Q. Zhang, T. Zhang, F.-Y. Wang, W. Xu, R. Wang, "A Railway Parallel Scheduling System, Method and Its Application," China: ZL202211330618.5, Mar. 24, 2024.

[3] X. Liu, Z. Lu, X. Ma, X. Gong, H. Zhao, S. Bian, F.-Y. Wang, "An Intelligent Guided Learning Method, Apparatus, and Electronic Device," China: ZL202210594903.1, Mar. 15, 2024.

[4] G. Xiong, H. Fu, S. Chen, F. Zhu, S. Tan, W. Li, B. Xi, F.-Y. Wang, "A Collaborative Scheduling Method, System, and Apparatus for Dynamic Edge Computing," China: ZL 202010506829.4, Mar. 15, 2024.

[5] F.-Y. Wang, Y. Lv, X. Wang, Y. Wang, "A Method, Apparatus, Electronic Device, and Storage Medium for Adjusting Scheduling Strategy," China: ZL202210707434.X, Jan. 16, 2024.

[6] G. Xiong, H. Fu, F. Zhu, S. Chen, X. Shang, Z. Shen, B. Hu, F.-Y. Wang, "A Secure and Trusted Edge Collaboration Method and System Based on a Payment Mechanism," China: ZL202010507042.X, Dec. 22, 2023.

[7] X. Wang, K. Zeng, F.-Y. Wang, S. Han, and Y. Xu, "A System for Quantifying and Estimating Individual Influence Metrics for Users in Digital Communities," China: ZL111353905B, Aug. 22, 2023.

[8] F. Chang, M. Kang, X. Wang, and F.-Y. Wang, "Parallel Intelligent Sandstorm Mitigation Decision Support Framework and System," China: ZL112381402B, Jun. 27, 2023.

[9] F. Zhu, W. Zhang, Y. Lv, Y. Chen, S. Tan, G. Xiong, F.-Y. Wang, and L. Zheng, "Method and System for Public Transit Passenger Flow Prediction," China: ZL112766597B, Jun. 27, 2023.

[10] F. Zhu, S. Fan, Y. Chen, X. Wang, Y. Xu, G. Xiong, and F.-Y. Wang, "Ensemble Learning-Based Methodology and System for Road Area Detection with Emphasis on Key Samples," China:  ZL111507258B, May 12, 2023.

[11] X. Li, X. Wang, Z. Huang, and F.-Y. Wang, "Methodology, Apparatus, and Storage Medium for Dominance Estimation," China:  ZL113240118B, May 9, 2023.

[12] B. Tian, J. Li, Y. Lv, and F.-Y. Wang, "An Innovative Roadside Intelligent Sensing Infrastructure," China:  ZL218970809U, May 5, 2023.

[13] S. Chen, Q. Li, F. Zhu, G. Xiong, S. Han, H. Zhao, C. Cui, and F.-Y. Wang, "Method, System, and Device for Edge Computing Task Collaborative Scheduling," China: ZL202010443683.3, Apr. 25, 2023.

[14] F. Zhu, C. Zhang, Y. Chen, Y. Lv, G. Xiong, and F.-Y. Wang, "Multi-Region Vehicle Demand Prediction Method and System Based on Deep Learning Network," China: ZL202110062310.6, Apr. 7, 2023.

[15] F.-Y. Wang, X. Wang, Y. Tian, Y. Shen, and Z. Guo, "Online Simulation Method of Virtual Laser Radar Based on Projection," China: ZL202110472858.8, Mar. 24, 2023.

[16] Z. Yuan, Y. Lv, Q. Zhang, T. Zhang, F.-Y. Wang, W. Xu, and R. Wang, "Railway Parallel Scheduling System, Method and Application," China: ZL202211330618.5, Mar. 24, 2023.

[17] F. Zhu, Q. Dong, S. Fan, P. Ye, Y. Lv, B. Tian, and F.-Y. Wang, "Large-Scale Point Cloud Semantic Segmentation Method and System," China: ZL202110309423.1, Jan. 20, 2023.

[18] Z. Shen, J. Liao, G. Xiong, C. Luo, C. Guo, J. Yan, X. Shang, X. Wang, and F.-Y. Wang, "3D Printer Monitoring and Diagnostic Knowledge Base Device and System Based on Vibration Signal," China: ZL202110685044.2, Dec. 2, 2022.

[19] F.-Y. Wang, X. Liu, X. Gong, Q. Li, Y. Tang, G. Xiong, and H. Zhang, "Artificial Intelligence Graphical Programming Teaching Platform and Method," China: ZL202010736896.5, Nov.8, 2022.

[20] X. Wang, C. Zhao, L. Yang, Z. Li, L. Li, and F.-Y. Wang, "Automatic Driving Right-Of-Way Assignment Decision Method, System and Device," China: ZL202110727235.0, Nov. 8, 2022.

[21] F.-Y. Wang, Y. Tian, W. Zheng, and X. Wang, "Information Transmission Method, Device, Electronic Equipment and Storage Medium Based on Blockchain," China: ZL202110313019.1, Sep. 27, 2022.

[22] M. Zhao, Z. Shen, G. Xiong, H. Wu, X. Dong, C. Luo, B. Hu, W. Wang, Q. Fang, and F.-Y. Wang, "Online Quality Monitoring Method, System and Device for 3D Printing Based on Neural Network," China: ZL202110337787.0, Sep. 23, 2022.

[23] S. Li, F.-Y. Wang, and X. Wang, "Reducer Prototype Based on Double Planetary Wheel," China: ZL202122879532.5, Aug. 2, 2022.

[24] Y. Lv, Y. Wang, Z. Yuan, X. Wang, R. Wang, H. Dong, and F.-Y. Wang, "Timetable Adjustment Method, Device and Electronic Equipment Under Delay," China: ZL202110904084.1, Jun. 28, 2022.

[25] F.-Y. Wang, X. Wang, Y. Tian, Y. Shen, and Z. Guo, "Fusion Method, System and Device for Foreground Point Cloud and Background Point Cloud," China: ZL202110473698.9, May 27, 2022.

[26] X. Wang, L. Yang, K. Xin, J. Zhang, and F.-Y. Wang, "Collaborative Inference Method and Device for Multi-Source Heterogeneous Knowledge Graph Based on Entity Alignment," China: ZL202110416650.4, Apr. 8, 2022.

[27] S. Li, F.-Y. Wang, and X. Wang, "Reducer Based on Double Planetary Wheel," China: ZL202122879529.3, Apr. 8, 2022.

[28] K. Wang, F.-Y. Wang, W. Zhang, Y. Liu, and Y. Lu, "Training Program, Device and Computer Readable Storage Medium for Specific Target Detection Model," China: ZL201811081113.3, Apr. 1, 2022.

[29] X. Wang, F.-Y. Wang, R. Piao, Y. Guo, and J. Wang, "Remote Medical and Hierarchical Monitoring System Based on Cloud-Terminal Collaboration," China: ZL202110536468.2, Mar. 8, 2022.

[30] S. Li and F.-Y. Wang, "High Redundancy Compliant Robot Joint, Robot, and Joint Structure," China: ZL202110580447.0, Feb. 25, 2022.

[31] H. Wang, M. Kang, J. Hua, S. Guo, and F.-Y. Wang, "Method and Device for Adjusting the Transparency of Vehicle Glass," China: ZL201910209285.2, Feb. 8, 2022.

[32] X. Shang, S. Liu, F.-Y. Wang, G. Xiong, Z. Shen, X. Dong, J. Yan, and S. Jing, "Method, System and Device for Generating Decision-Making Process of the Same-Order Department Based on Tree Search," China: ZL201910817198.5, Feb. 8, 2022.

[33] K. Wang, F.-Y. Wang, X. Li, Y. Liu, and Y. Yan, "Pedestrian Re-Identification Method, System, and Device Based on Posture and Attention Mechanism," China: ZL201910840108.4, Feb. 8, 2022.

[34] G. Xiong, B. Hu, Z. Shen, M. Zhao, M. Liu, X. Shang, B. Xi, J. Yan, F. Zhu, and F.-Y. Wang, "Unmanned Aerial Vehicle Solar Power Generation Component," China: ZL201911192933.4, Jan. 28, 2022.

[35] X. Shang, Y. Bao, Z. Shen, X. Dong, G. Xiong, S. Liu, J. Yan, C. Luo, and F.-Y. Wang, "Chinese Medicine Human Physique Classification Method Based on Face and Tongue Bi-Modal Feature Extraction," China: ZL201910748649.4, Jan. 21, 2022.

[36] F.-Y. Wang, J. Zhang, X. Wang, J. Hou, H. Wang, P. Xu, W. Wang, Z. Chong, S. Ma, X. Wang, G. Li, X. Yang, Z. Huang, Y. Guo, B. Yang, and Z. Li., "Voice Synthesis Method, System and Electronic Device Based on Power Grid Dispatching Knowledge Graph," China: ZL201910551954.4, Nov. 19, 2021.

[37] S. Li, and F.-Y. Wang, "Home Autonomous Rice Cooker Robot," China: ZL202121061640.5, Nov. 9, 2021.

[38] Z. Shen, Y. Song, H. Wang, G. Xiong, J. Liao, F.-Y. Wang, X. Shang, M. Zhao, and J. Yang, "Photocuring 3D Printing System and Method for Microgravity Environment," China: ZL202010801379.1, Oct. 8, 2021.

[39] Z. Shen, G. Xiong, Y. Xie, H. Pan, S. Chen, H. Zhu, Z. Pan, Y. Li, C. Guo, X. Shang, X. Dong, and F.-Y. Wang, "Medical Model and Its Production Method Based on 3D Printing," China: ZL201810996106.X, Sep. 28, 2021.

[40] Y. Zhai, K. Wang, X. Liu, X. Jia, and F.-Y. Wang, "Insulator Target Detection Method, System, and Device Based on Knowledge Graph," China: ZL201910468534.X, Aug. 31, 2021.

[41] F. Zhu, W. Zhang, Y. Lv, Y. Chen, X. Dong, and F.-Y. Wang, "Time-Segmented Traffic Flow Trend Prediction Method, System, and Device Based on Deep Learning," China: ZL202010297850.8, Aug. 20, 2021.

[42] Z. Shen, G. Xiong, Z. Li, H. Peng, C. Guo, X. Dong, X. Shang, and F.-Y. Wang, "3D Feature Extraction Method and Device Based on Machine Vision," China: ZL201811474153.4, Jul. 23, 2021.

[43] X. Li, X. Wang, F.-Y. Wang, J. Jin, and Y. Chen, "Deep Q-Learning Network Optimization Method Based on Dynamic Demonstration Data and Behavior Cloning," China: ZL 202011338992.0, Jun. 29, 2021.

[44] S. Chen, L. Kong, F. Zhu, G. Xiong, Z. Shen, S. Tan, X. Shang, and F.-Y. Wang, "Motion Control Error Compensation System and Method Based on Cloud-Edge Collaboration," China: ZL 202010490517.9, Jun. 25, 2021.

[45] S. Guo, M. Kang, J. Hua, H. Wang, and F.-Y. Wang, "Intelligent Control Method, System, and Device for Electrochromic Glass," China: ZL 201910446601.8, Jun. 22, 2021.

[46] Y. Lv, J. Chai, M. Yu, Y. Chen, G. Xiong, F. Zhu, and F.-Y. Wang, "Traffic Signal Control Method, System, and Device for Single Intersection Based on Deep Reinforcement Learning," China: ZL 201910629489.1, Jun. 22, 2021.

[47] Y. Lv, Z. Wei, Z. Li, H. Liu, and F.-Y. Wang, "Traffic Flow Prediction Method Based on Recurrent Neural Network with Embedded Attention Mechanism," China: ZL 202011119621.3, Jun. 22, 2021.

[48] S. Chen, P. Sha, F. Zhu, G. Xiong, X. Wang, P. Ye, S. Han, and F.-Y. Wang, "Data Processing Method, Edge Server, Central Server and Processing System," China: ZL 202010240844.9, May 25, 2021.

[49] G. Xiong, J. Liao, Z. Shen, X. Shang, C. Guo, J. Yan, C. Luo, X. Wang, and F.-Y. Wang, "Online Monitoring Device and System for 3D Printing Equipment," China: ZL 201910626520.6, May 11, 2021.

[50] B. Xi, X. Dong, Z. Shen, J. Yan, Y. Liu, T. Wu, Y. Han, X. Wang, G. Xiong, and F.-Y. Wang, "Chinese Medicine Sorting System Based on Neural Network," China: ZL 202110154669.6, May 11, 2021.

[51] P. Ye, F.-Y. Wang, and F. Zhu, "Artificial Population Synthesis Method, System, and Device Based on Multiple Social Relationship Constraints," China: ZL 201910384834.X, May 04, 2021.

[52] S. Chen, Y. Wang, G. Xiong, F. Zhu, X. Hu, B. Hu, X. Dong, and F.-Y. Wang, "Intelligent Control System, Method, and Device for Robot Arm Based on Edge Computing," China: ZL 202010444293.8, May 04, 2021.

[53] L. Yang, X. Wang, S. Han, and F.-Y. Wang, "V2V Routing Selection Method Based on Online Link Duration Prediction," China: ZL201910978117.X, Mar. 2, 2021.

[54] F. Zhu, P. Ye, S. Han, F.-Y. Wang, and G. Xiong, "Time-Based Charging System and Method for Cloud-Edge Collaborative Parking Management via Blockchain," China: ZL201911231698.7, Mar. 2, 2021.

[55] X. Shang, S. Liu, F.-Y. Wang, Y. Yuan, Z. Shen, F. Zhu, S. Jing, and H. Zhao, "Tree Search Method and Device for the Same Sequence Assembly Line Workshop Scheduling Problem," China: ZL201810064713.2, Dec. 1, 2020.

[56] F. Zhu, Z. Guo, Y. Chen, Y. Lv, F.-Y. Wang, and H. Zhao, "Traffic Route Recommendation Method, System, and Device Based on Parallel Integrated Learning," China: ZL201910793353.4, Dec. 1, 2020.

[57] G. Xiong, Z. Li, Y. Lv, Y. Chen, H. Zhao, F. Zhu, Z. Shen, and F.-Y. Wang, "Short-Term Traffic Flow Prediction Method, System, and Device Based on Hybrid Deep Learning," China: ZL201910842242.8, Dec. 1, 2020.

[58] Z. Shen, X. Dong, X. Wang, Y. Jiang, T. Bai, Y. Ji, J. Yan, B. Hu, G. Xiong, and F.-Y. Wang, "Multi-Uav Collaborative Method, System, and Device for Multi-Point Water Quality Sampling," China: ZL201910005705.5, Nov. 27, 2020.

[59] G. Xiong, P. Wei, Z. Shen, S. Liu, X. Dong, M. Zhao, L. Niu, X. Shang, and F.-Y. Wang, "3D Printer Dedicated to Deep-Sea Submarine," China: ZL201910656037.2, Nov. 17, 2020.

[60] F. Zhu, X. Li, F.-Y. Wang, K. Wang, Y. Lv, and Z. Li, "Heuristic Random Search Traffic Signal Timing Optimization Method and System," China: ZL201910372658.8, Aug. 11, 2020.

[61] F. Zhu, Y. Lv, F.-Y. Wang, X. Dong, G. Xiong, and H. Zhao, "Ridesharing Parking Guidance Method, Platform and System," China: ZL201811032151.X, Jun. 16, 2020.

[62] Z. Shen, G. Xiong, Y. Li, X. Gao, Y. Xie, M. Zhao, C. Guo, X. Shang, X. Dong, Z. Wu, L. Wan, and F.-Y. Wang, "3D Printing Error Compensation Method, System, and Device Based on Neural Network," China: ZL201910005702.1, Jun. 16, 2020.

[63] K. Wang, Y. Zhai, J. Wang, T. Wu, and F.-Y. Wang, "Method, System and Device for Detecting Transmission Line Components Based on Parallel Vision," China: ZL 201910468525.0, Jun. 16, 2020.

[64] F.-Y. Wang, S. Chen, F. Zhu, and P. Ye, "Implementation Method of Erlang-Based Artificial Transportation Systems," China: ZL 201610934534.0, Aug. 16, 2019.

[65] F.-Y. Wang, S. Chen, F. Zhu, Z. Li, G. Xiong, Y. Lv, and H. Zhao, "Large-Scale Computing Experimental Method of Docker-Based Artificial Transportation Systems," China: ZL 201510518249.6, Feb. 16, 2018.

[66] X. Wang, M. Kang, J. Hua, H. Wang, and F.-Y. Wang, "Method for Evaluating Crop Varieties Based on the Dynamic Formation Process of Crop Traits," China: ZL 201510030679.3, Jan. 26, 2018.

[67] G. Xiong, W. Kang, F. Zhu, F.-Y. Wang, Y. Lv, and X. Dong, "Method for Predicting Short-Term Travel Time," China: ZL 201510345977.1, Oct. 27, 2017.

[68] H. Wang, M. Kang, X. Wang, and F.-Y. Wang, "Crop Plant Type Design Method," China: ZL 201510031225.8, Jun. 30, 2017.

[69] F.-Y. Wang, B. Hu, G. Xiong, F. Zhu, and S. Wang, "Method for Detecting and Counting Pedestrians Based on Video Surveillance Images," China: ZL 201310745952.1, Jun. 16, 2017.

[70] B. Hu, F.-Y. Wang, Q. Tian, G. Xiong, F. Zhu, W. Zhou, and J. Jiang, "Livestock Intelligent Management System Based on Machine Vision Analysis," China: ZL 201410182995.8, Jun. 16, 2017.

[71] K. Wang, C. Gou, and F.-Y. Wang, "Method for License Plate Recognition Based on Extreme Region and Extreme Learning Machine," China: ZL 201410374155.1, Jun. 16, 2017.

[72] X. Fan, M. Kang, B. Hu, and F.-Y. Wang, "Optimization and Regulation Method of Environmental Factors in a Closed System Based on Crop Models," China: ZL 201510031385.2, Jun. 09, 2017.

[73] B. Hu, F.-Y. Wang, P. Lu, G. Xiong, B. Tian, Q. Tian, J. Jiang, and Y. Li, "Wireless Charging Platform Based on Natural Energy Storage," China: ZL 2014 10178154.X, Apr. 12, 2017.

[74] H. Wang, M. Kang, J. Hua, and F.-Y. Wang, "Method for Optimizing Tree Pruning Based on Simulation of Canopy Light Distribution," China: ZL 2015 10030735.3, Apr. 12, 2017.

[75] W. Huang, F.-Y. Wang, F. Zhu, L. Yang, and G. Xiong, "Method and Device for Evaluating the Deployment of Vehicle-Road Interactive Wireless Network," China: ZL 2013 10740985.7, Mar. 29, 2017.

[76] F.-Y. Wang, Y. Zhao, Y. Lv, and F. Zhu, "Traffic Signal Optimization Method Based on Latent Semantic Model," China: ZL 2014 10360312.3, Feb. 22, 2017.

[77] F. Zhu, F.-Y. Wang, G. Xiong, Q. Kong, H. Zhao, W. Huang, Y. Lv, and X. Dong, "System and Method for Detecting Illegal Operating Vehicles," China: ZL 2014 10361120.4, Feb. 15, 2017.

[78] Y. Li, F.-Y. Wang, Y. Lv, K. Wang, X. Dong, and H. Zhao, "Method for Obtaining Vehicle Travel Routes and OD Matrix within a Statistical Period," China: ZL 2013 10741928.0, Feb. 8, 2017.

[79] F. Zhu, F.-Y. Wang, Q. Kong, B. Hu, G. Xiong, and W. Huang, "System and Method for Predicting the Supply and Demand Status of Airport Taxis," China: ZL 2014 10817069.3, Feb. 1, 2017.

[80] B. Hu, F.-Y. Wang, G. Xiong, Y. Li, P. Chen, J. Jiang, and Q. Tian, "Method for Real-Time Detection of Left-Behind and Lost Items Based on Embedded Systems," China: ZL 2013 10745099.3, Jan. 25, 2017.

[81] F.-Y. Wang, B. Hu, G. Xiong, W. Zhou, Y. Li, and Q. Tian, "A Method for Real-Time Taxi Identification Based on Embedded Systems," China: ZL 2013 10746005.4, Jan. 18, 2017.

[82] F.-Y. Wang, S. Chen, F. Zhu, Y. Lv, W. Huang, G. Xiong, Q. Kong, and L. Yang, "A Method and Device for Generating Social Relationship Network Based on Artificial Transportation Systems," China: ZL 2014 10065242.9, Jan. 18, 2017.

[83] F.-Y. Wang, F. Zhu, W. Huang, F. Sheng, L. Yang and G. Xiong, "A Smart Traffic Information Collection System and Method Based on Wireless Sensor Networks," China: ZL201410512888.7, Jan. 11, 2017.

[84] Z. Shen, D. Tang, G. Xiong and F.-Y. Wang, "3D Printing System," China: ZL201480000261.1, Nov. 16, 2016.

[85] Z. Shen, M. Kang, J. Li and F.-Y. Wang, "Pruning Robot System," China: ZL201480000262.6, Oct. 5, 2016.

[86] B. Hu, F.-Y. Wang, G. Xiong, F. Zhu, Q. Tian, J. Jiang and Y. Li, "Method for Detecting Fecal Volume Based on Machine Vision and Field Skid Way," China: ZL201410213459.X, Sep. 28, 2016.

[87] F.-Y. Wang and Y. Li, "A Vehicle Detection Method Based on Multi-Scale Models," China: ZL201310379385.2, Sep. 14, 2016.

[88] F.-Y. Wang and Y. Li, "A Vehicle Detection Method Based on Partial Models," China: ZL201310379473.2, Sep. 14, 2016.

[89] F. Zhu, F.-Y. Wang, G. Xiong, Q. Kong, W. Huang, Y. Lv, K. Wang and X. Dong, "A Method for Traffic Evacuation," China: ZL201310586992.6, Aug. 17, 2016.

[90] F.-Y. Wang, Y. Lv, Y. Duan, W. Kang and F. Zhu, "A Method for Short-Term Traffic Flow Prediction," China: ZL201410398861.X, Aug. 3, 2016.

[91] F.-Y. Wang, B. Tian, B. Li, Y. Li, K. Wang, G. Xiong, F. Zhu and B. Hu, "A Method for Identifying Taxis," China: ZL201310704057.5, May 25, 2016.

[92] F.-Y. Wang and Y. Li, "A Vehicle Detection Method Based on Hybrid Image Templates," China: ZL201310268913.7, May 11, 2016.

[93] F.-Y. Wang, B. Tian, Y. Li, B. Li, K. Wang, G. Xiong, F. Zhu and B. Hu, "A Traffic Violation Detection Method Based on Prominent Vehicle Part Models," China: ZL201310700175.9, Apr. 27, 2016.

[94] F. Zhu, F.-Y. Wang, G. Xiong, W. Huang, B. Hu, Y. Lv, K. Wang, X. Dong, Q. Kong, and L. Yang, "A System and Method for Detecting and Predicting Public Transport Supply and Demand Status," China: ZL201410293589.9, Mar. 9, 2016.

[95] H. Lu, F.-Y. Wang, W. Wen, R. Gan, and X. Sun, "Method and System for Mining Core Academic Authors and Extracting Related Information Based on Complex Networks," China: ZL201210592828.1, Mar. 2, 2016.

[96] B. Hu, F.-Y. Wang, G. Xiong, P. Lu, J. Jiang, Y. Li and Q. Tian, "Intelligent Cruise Robot Based on Wireless Charging Odd-Axis Aircraft," China: ZL201310746177.1, Feb. 17, 2016.

[97] H. Gao, Q. Li, D. Zeng, F.-Y. Wang, H. Bao and S. Song, "Method for Community Discovery and Evolution Based on Resource Integration and Information Propagation Characteristics," China: ZL201310062057.X, Jan. 20, 2016.

[98] F.-Y. Wang, B. Tian, Y. Li, B. Hu, K. Wang, G. Xiong and F. Zhu, "A Method for Automatic Parking in Parking Lots Based on the Sense of Presence," China: ZL201310379404.1, Jan. 20, 2016.

[99] F. Zhu, F.-Y. Wang, Y. Lv, Q. Kong, W. Huang, G. Xiong, B. Hu, and K. Wang, "A Traffic Accident Auxiliary Processing System and Method," China: ZL201410064895.5, Dec. 2, 2015.

[100] B. Hu, G. Xiong, F.-Y. Wang, Q. Tian, W. Zhou, J. Jiang and P. Lu, "Forage Feed Detection System and Method Based on Machine Vision," China: ZL201310715072.X, Sep. 30, 2015.

[101] F.-Y. Wang, B. Tian, Y. Li, B. Hu, K. Wang, G. Xiong and F. Zhu, "An Automatic Parking Lot Management System Based on the Sense of Presence," China: ZL201310379503.X, Sep. 23, 2015.

[102] B. Li, B. Tian, Y. Li and F.-Y. Wang, "Method for License Plate Location and Recognition Based on Character Combination," China: ZL201210339564.9, Jun. 10, 2015.

[103] X. Fan, M. Kang, J. Hua, X. Wang, H. Wang, and F.-Y. Wang, "An Automatic Control System for Micro-Irrigation Water Volume," China: ZL201410067377.9, Jun. 3, 2015.

[104] C. Chen, F.-Y. Wang, S. Chen, and Z. Li, "A Real-Time Selection Method for Traffic Signal Control Schemes Based on Hybrid Recommendation," China: ZL201210568417.9, Mar. 25, 2015.

[105] F.-Y. Wang, D. Zeng, Z. Shen, S. Li, Y. Zhao, and X. Gao, "Additive Manufacturing Resource Scheduling System and Method Based on Cloud Computing," China: ZL201310389369.1, Mar. 25, 2015.

[106] F.-Y. Wang, F. Zhu, W. Huang, F. Sheng, L. Yang, and G. Xiong, "An Intelligent Traffic Information Collection System Based on Wireless Sensor Network," China: ZL201420568492.X, Jan. 7, 2015.

[107] F.-Y. Wang, P. Ye, F. Zhu, S. Chen, and Y. Lv, "Population Travel Demand Calculation Method Based on Compressed Sensing Technology," China: ZL201210177206.2, Sep. 17, 2014.

[108] F.-Y. Wang, Y. Lv, S. Tang, F. Zhu, P. Ye, and S. Chen, "An Activity-Based Regional Emergency Traffic Evacuation Simulation System," China: ZL201210269042.6, Aug. 13, 2014.

[109] B. Tian, Y. Li, B. Li, Q. Kong, and F.-Y. Wang, "A Vehicle Detection and Tracking Method Based on Vehicle Part Features," China: ZL201210340153.1, Aug. 6, 2014.

[110] F.-Y. Wang, Q. Kong, and K. Zheng, "Communication Control Device for Intelligent Building Emergency Evacuation System," China: ZL201320245751.0, Dec. 4, 2013.

[111] F.-Y. Wang, S. Liu, F. Zhu, and G. Xiong, "Distributed Traffic Simulation System and Simulation Method Based on Variable Area Division," China: ZL201110443495.1, Sep. 11, 2013.

[112] F.-Y. Wang, Y. Gu, and S. Tang, "A Method for Detecting Vehicle Position, Attitude and Three-Dimensional Contour from Traffic Images," China: ZL201010264672.5, Aug. 7, 2013.

[113] F.-Y. Wang, W. Huang, C. Chen, D. Song, P. Ye, Y. Ren, and N. Yao, "A Networked Hierarchical Bus Priority Signal Coordination Control Method," China: ZL201010603083.5, Mar. 20, 2013.

[114] F.-Y. Wang, Q. Yao, and Z. Li, "A System and Method for Recording Vehicle Speeding Violations with Variable Speed Limits," China: ZL200910243732.2, Jul. 4, 2012.

[115] Q. Yao, F.-Y. Wang, S. Tang, H. Gao, B. Zhang, B. Liu, N. Zhang, and X. Zheng, "An Intrusion Detection System and Method," China: ZL200710177404.8, Oct. 27, 2010.

[116] F.-Y. Wang, Y. Ai, Z. Wang, K. Wang, Z. Li, and Q. Yao, "A Control Method for Electronic Police," China: ZL200510086976.6, Feb. 3, 2010.

[117] F.-Y. Wang, Y. Ai, Z. Wang, K. Wang, Z. Li, and Q. Yao, "An Electronic Police System," China: ZL200510086977.0, Feb. 3, 2010.

[118] F.-Y. Wang, Z. Wang, Y. Ai, Q. Yao, and Z. Li, "A Method and Device for Intersection Machine Control," China: ZL200510086978.5, Dec. 2, 2009.

[119] F.-Y. Wang, Z. Wang, Y. Ai, W. Huang, and F. Zhu, "Electronic Interaction System and Method Between Home and Car," China: ZL200510116721.X, Apr. 16, 2008.

[120] F.-Y. Wang, Z. Wang, Y. Ai, W. Huang, and F. Zhu, "An In-Vehicle Embedded System," China: ZL200510116714.X, Mar. 12, 2008.

Postdoctoral Final Reports

2023

[1] Shimeng Li. "Miniaturization of Ultra-High Gear Ratio Rigid Robot Reducers." Institute of Automation, Chinese Academy of Sciences, Postdoctoral Final Report, 2023.

[2] Qiang Li. "Parallel Managment and Control for Intelligence Systems." Qingdao Academy of Intelligent Industries, Postdoctoral Final Report, 2023.

2020

[3] Fangle Chang. "Ecological and Environmental System Management Based on Parallel Intelligence for Decision-Making Support: An Example of Sand-Breaking System Management." Institute of Automation, Chinese Academy of Sciences, Postdoctoral Final Report, 2020.

[4] Junchen Jin. "Intelligent Urban Traffic Control for Regional Traffic Operations Based on a Parallel Learning Framework and Its Applications." Institute of Automation, Chinese Academy of Sciences, Postdoctoral Final Report, 2020.

2014

[5] Xiujuan Wang. "Virtual Breeding Research Based on Functional-Structural Plant Modeling--Case Studies of Cucumber and Oilseed Rape." Institute of Automation, Chinese Academy of Sciences, Postdoctoral Final Report, 2014.

2012

[6] Dong Shen. "On Some Problems of Stochastic Iterative Learning Control." Institute of Automation, Chinese Academy of Sciences, Postdoctoral Final Report, 2012.

Doctoral Dissertations

2023

[7] Yue Lu. "Image Captioning of Fine Art Paintings Based on Parallel Learning." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2023.

[8] Liwei Ouyang. "Blockchain Intelligence-driven Smart Contracts." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2023.

[9] Jiangong Wang. "Research on Key Issues of Parallel Vision for Autonomous Driving." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2023.

[10] Ehtisham Lodhi. "Ensemble Learning-based Monitoring, Fault Detection, and Classification Techniques for Power Quality Improvement of Photovoltaic Systems." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2023.

2022

[11] Chao Guo. "Key Technologies and Pilot System of Robotic Painting Creation in Parallel Art." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2022.

[12] Yating Liu. "Research on Multi-Object Tracking Algorithms for Pedestrians in Traffic Scenes." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2022.

[13] Lan Yan. "Visual Perception Methodology Based on Heterogeneous Image Knowledge." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2022.

[14] Linyao Yang. "Methods and Applications of Multi-source and Heterogeneous Knowledge Collaboration Based on Parallel Learning." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2022.

[15] Xiaoshuang Li. "Hybrid Intelligent Regulation Methods and Applications Based on Parallel Learning." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2022.

[16] Jingwei Lu. "Self-learning Optimal Parallel Control for Nonlinear Systems." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2022.

[17] Xingyuan Dai. "Prediction and Control in Parallel Transportation Systems." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2022.

[18] Yonglin Tian. "Key Methods of Parallel Vision for 3D Object Detection in Traffic Scenes." University of Science and Technology of China, Doctoral Dissertation, 2022.

2021

[19] Yutong Wang. "Adversarial Attacks and Defenses for Digital Images." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2021.

[20] Tianyu Shen. "Medical Image Recognition with Small Samples Based on Parallel Vision." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2021.

[21] Xiaoming Du. "Collaborative Management of Air-Sky-Sea-Land Integrated Networks Based on Parallel Intelligence—Applied in Maritime Search and Rescue System." University of Chinese Academy of Sciences, Doctoral Dissertation, 2021.

[22] Juanjuan Li. "Transaction Pricing Mechanisms for Blockchain-Based Digital Currencies." Beijing Institute of Technology, Doctoral Dissertation, 2021.

[23] Wenbo Zheng. "Knowledge Based Prescriptive Learning and Reasoning for Perception and Vision." Xi’an Jiaotong University, Doctoral Dissertation, 2021.

[24] Wenwen Zhang. "Research on Method of Parallel Vision Based Scene Understanding." Xi’an Jiaotong University, Doctoral Dissertation, 2021.

2020

[25] Shuai Wang. "Research on the Theory and Application of Smart Contracts Based on Blockchain." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2020.

[26] Zhendong Su. "Modeling and Optimization of Maritime Environmental Monitoring Systems and Related Rescue Operations: A Parallel Intelligence Approach." University of Chinese Academy of Sciences, Doctoral Dissertation, 2020.

[27] Zhongmin Liu. "A Parallel Training Approach for Digitalized Armored Forces Command Personnel." University of Chinese Academy of Sciences, Doctoral Dissertation, 2020.

[28] Xuan Li. "Learning and Testing of Visual Perception Models for Intelligent Vehicles Based on Parallel Images." Beijing Institute of Technology, Doctoral Dissertation, 2020.

2019

[29] Yuke Li. "Research and Application of Key Technologies in Internet of Things Based on Parallel Intelligence." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2019.

[30] Yilun Lin. "Parallel Learning Theory and Its Applications for Intelligent Traffic System." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2019.

[31] Xiangbing Meng. "An Investigation on the Platform and Key Techniques for Parallel Surgery." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2019.

[32] Hui Zhang. "Multi-object Detection Algorithm for Intelligent Transportation Systems." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2019.

[33] Min Zhou. "ACP-based Passenger Behavior Analyses and Emergency Evacuation in Urban Rail Transit Stations." Beijing Jiaotong University, Doctoral Dissertation, 2019.

2018

[34] Renjing Pei. "Computational Light Field Based Three Dimensional Imaging System and Parallel Optimization." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2018.

[35] Rong Wang. "An Investigation on Key Techniques for Augmented Reality in Parallel Surgery." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2018.

[36] Yuanyuan Chen. "Traffic Prediction Based on Parallel Data and Traffic Information Sensing from Social Media." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2018.

[37] Dayong Shen. "Deep Learning Based Perception Technology of Orderless Sorting and Picking." National University of Defense Technology, Doctoral Dissertation, 2018.

[38] Licun Zhou. "The Computational Experiments Analysis of Influencing Factors and Strategic Design for Strengthening Military Targets Realization in the New Era." University of Chinese Academy of Sciences, Doctoral Dissertation, 2018.

2017

[39] Yanjie Duan. "Traffic Prediction Based on Deep Learning." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2017.

[40] Chao Gou. "Research on Some Problems of Object Detection and Analysis in Traffic Scenarios." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2017.

[41] Jianping Cao. "The Study of Text Clustering by Heterogeneous Networks with Multiple Attributes." National University of Defense Technology, Doctoral Dissertation, 2017.

[42] Shuo Liu. "Crime Scene Analysis Based on Parallel System Theory." University of Chinese Academy of Sciences, Doctoral Dissertation, 2017.

2016

[43] Rui Qin. "Optimization Strategies for Online Advertising: An Computational Experiments Approach." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2016.

[44] Yuliang Liu. "Urban Traffic Signal Control for Regional Networks based on Computational Experiments." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2016.

[45] Yifei Zhao. "Knowledge Automation: Issues in Knowledge Automatic Recommendation." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2016.

[46] Xiao Wang. "Analysis of Cyber Movement Organizations Using Artificial Communities and Computational Experiments." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2016.

[47] Yanjie Yao. "Vision-based Vehicle Detection and Classification in Urban Traffic Environments." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2016.

2015

[48] Yuqiang Liu. "Visual Object Tracking and Recognition Based on Probabilistic Graphical Models." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2015.

[49] Jie Zhang. "Mechanism Design for Online Auctions: A Computational Experiment Approach." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2015.

[50] Tao Wang. "Modeling and Analysis of Organization and Collaboration in Human Flesh Search." National University of Defense Technology, Doctoral Dissertation, 2015.

[51] Wenli Liu. "Research on Methods for Web-based Open Source Intelligence and Analytics." National University of Defense Technology, Doctoral Dissertation, 2015.

[52] Yuling Hu. "A Study of Evacuation Strategies for High-rise Building Fires Based on ACP Methodology." Beijing Institute of Technology, Doctoral Dissertation, 2015.

2014

[53] Songhang Chen. "A Study of Social Interaction and Travel Behaviors Using Computational Experiments." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2014.

[54] Bo Li. "Vision-based Object Detection and Applications in Traffic Environments." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2014.

[55] Ye Li. "Vehicle Detection Based on And-Or Graph Models under Urban Traffic Conditions." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2014.

[56] Bin Tian. "Vehicle Detection Based on Hierarchical Structure and Its Applications." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2014.

[57] Wuling Huang. "Parallel Driving System Supported Autonomous Driving Safety Enhancement Research." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2014.

[58] Wei Duan. "Heterogeneous Agent-based Modeling and Computational Experiments of Infectious Disease Transmission." National University of Defense Technology, Doctoral Dissertation, 2014.

[59] Ke Zeng. "Research on User Behavior Dynamics in Non-Explicit Relationship Platforms and Computational Experiments." Xi’an Jiaotong University, Doctoral Dissertation, 2014.

2013

[60] Xiaowei Shen. "A Study of Production Workshop Management Based on Parallel Management Method." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2013.

[61] Cheng Chen. "A Study of Urban Networked Traffic Control Systems Based on Agent Technology." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2013.

[62] Peijun Ye. "A Parallel Calibration Method for Travel Behavioral Studies of Artificial Populations." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2013.

[63] Shuangshuang Li. "A Study on Cloud Services Platform in Intelligent Transportation Systems Based on ACP." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2013.

2012

[64] Yuan Gu. "Study on Vehicle Detection in Traffic Surveillance System." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2012.

[65] Dong Sang. "Analysis and Application of Functional Neural Interactions based on Brain-Computer Interface Experimental Platform." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2012

[66] Kai Wang. "A Study on Modelling Artificial Transportation Systems and Parallel Computational Experiments." National University of Defense Technology, Doctoral Dissertation, 2012.

2011

[67] Jianying Zhou. "Traffic Scene Understanding based on Trajectory Learning." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2011.

[68] Yan Ou. "Design and Analysis of Computational Experiments in Artificial Transportation Systems." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2011.

[69] Wei Wei. "Study of Chemical Emergency Management Based on ACP Theory." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2011.

2010

[70] Yisheng Lv. "Analyzing and Managing Transportation Systems under Public Emergency." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2010.

[71] Yanqing Gao. "Flexible Manipulators: Modeling, Analysis and Optimum Designs." University of Arizona, Doctoral Dissertation, 2010.

[72] Guanpi Lai. "A Framework for Application Specific Knowledge Engines." University of Arizona, Doctoral Dissertation, 2010.

2009

[73] Qingming Yao. "A Study of Intelligent Spaces-Oriented Location-Aware Computing." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2009.

[74] Liang Zhao. "Computing with Words and Linguistic Dynamic System Research based on Interval Type-2 Fuzzy Method." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2009.

[75] Xiaolong Zheng. "Analyzing Dynamic Evolutionary Characteristics of Social-Technological Systems Based on Complex Networks." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2009.

[76] Nan Zhang. "A Study on Scientific Information: Acquisition, Analysis, Classification, and Dissemination." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2009.

[77] Hongxia Zhao. "A Study on Computational Experiments of Relationship between Artificial Population and Travel Demand." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2009.

2008

[78] Fenghua Zhu. "A Study on the Evaluation of Urban Traffic Signal Control System Based on Artificial Transportation Systems." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2008. 

2007

[79] Zhenjiang Li. "A Study of Urban Traffic Signal Control Systems Based on Mobile Multi-Agent Technology." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2007.

[80] Xin Qiao. "A Study on Real-time Performance of Distributed and Heterogeneous Real-time System in Vehicle." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2007.

[81] Kunfeng Wang. "Research on the Key Techniques and Applications of Video-Based Traffic Data Collection." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2007.

[82] Qinghai Miao. "Design of Artificial Transportation System based on Artience." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2007.

[83] Yuan Sun. "A Study on Architecture and Scheduling Algorithms of Vehicular Application Specific Operating Systems." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2007.

[84] Yuantao Li. "Video Traffic Flow Parameters-Oriented Dynamic Camera Calibration Technology Research." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2007.

2006

[85] Wei Li. "Algorithms for Intelligent Intersection Signal Control Systems Based on Networks and Their Implementation." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2006.

[86] Haitao Zhang. "Study of Real-Time Scheduling Based on Petri Nets for Distributed Embedded Systems." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2006.

[87] Yunfeng Ai. "Study of Vehicle Control and Multi-Agent Based Intelligent Driving System." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2006.

[88] Wei Xu. "Analog Signal Processing for Optical Coherence Imaging Systems." University of Arizona, Doctoral Dissertation, 2006.

[89] Lefei Li. "Development and Evaluation of Transit Signal Priority Strategies with Physical Queue Models." University of Arizona, Doctoral Dissertation, 2006.

2005

[90] Haijun Gao. "A Study on Urban Traffic Control." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2005.

[91] Dongzhi He. "Real-Time Scheduling for Application Specific Operating Systems." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2005.

[92] Runmei Li. "Study on Dynamic Traffic Assignment Approaches and Modeling Integrated Traffic Control Systems." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2005.

[93] Xiangwen Zhang. "Research on Wireless Passive Pressure and Temperature Sensors Based on Surface Acoustic Wave for Intelligent Tires." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2005.

[94] Changhai Zhu. "Study on Resource Management of ASOS and Dynamic QoS Scheduling Algorithm." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2005.

[95] Li Li. "Issues in Control and Monitoring of Intelligent Vehicles." University of Arizona, Doctoral Dissertation, 2005.

[96] Yuetong Lin. "Modular Construction of Fuzzy Logic Control Systems." University of Arizona, Doctoral Dissertation, 2005.

2004

[97] Weixiong Chen. "Analysiks of Multi-Agent System Based on Petri Nets." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2004.

[98] Lingli Cui. "Research on the Global Optimization of a Flexible Robot Manipulator Based on Concurrent Design." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2004.

[99] Zhenlong Li. "Research on Integrated Strategy for Traffic Flows Guidance and Traffic Control." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2004.

[100] Xiaoming Liu. "Study of City Traffic Coordination Control based on Coordinated Hierarchical and Multi-Agent Theory." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2004.

[101] Songquan Shi. "Research on Reconfigurable Computing Architecture and Algorithms of Task Schedules." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2004.

[102] Shuming Tang. "A Preliminary Study for Basic Approaches in Artificial Transportation Systems." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2004.

[103] Zhiquan Xiao. "Flexible Manipulator System Modeling and Control Optimization based on Concurrent Design." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2004.

[104] Lixin Zhu. "Study on the Application Specific Embedded Operating Systems." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2004.

[105] Hong Mo. "Linguistic Dynamical Systems Based on Computing with Words and Their Relative Analysis." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2004.

2003

[106] Dewang Chen. "Research on Freeway Traffic Stream Modeling and Its Intelligent Control System." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2003.

[107] Xiaoyan Gong. "Short-term Traffic Flow Forecasting and Routing based on Data Mining." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2003.

[108] Zhixue Wang. "Study on Schedule Algorithm for Embedded Operating Systems." Institute of Automation, Chinese Academy of Sciences, Doctoral Dissertation, 2003.

[109] Mo Fu. "An Analytic Model for Agent Systems with Petri Nets." University of Arizona, Doctoral Dissertation, 2003.

1999

[110] Pixuan Zhou. "Mechatronic Design of Flexible Manipulators." University of Arizona, Doctoral Dissertation, 1999.

1995

[111] Bing Pu. "A Cell-to-Cell Mapping Based Analysis and Design of Fuzzy Dynamic Systems and Its Applications." University of Arizona, Doctoral Dissertation, 1995.

[112] Hung-man Kim. "Implementing Adaptive Fuzzy Logic Controllers with Neural Networks." University of Arizona, Doctoral Dissertation, 1995.

[113] Jeffrey Lynn Russell. "Optimization Models for Flexible Manipulators." University of Arizona, Doctoral Dissertation, 1995.

Master's Theses

2022

[114] Da Yi. "Painting Image Generation in Parallel Art." Institute of Automation, Chinese Academy of Sciences, Master's Thesis, 2022.

[115] Yizhu Chen. "Adaptive and Personalized Federated Control Methods for Non-IID Scenarios." Institute of Automation, Chinese Academy of Sciences, Master's Thesis, 2022.

[116] Tianxiang Bai. "Key Methods in the Data-driven Parallel Planning and Control of Intelligent Robots." Institute of Automation, Chinese Academy of Sciences, Master's Thesis, 2022.

[117] Tai Jiang. "Smart Resale Based on Multi-Object Detection and Augmented Reality." University of Chinese Academy of Sciences, Master's Thesis, 2022.

[118] Kexin Zhai. "Research on the Application of Artificial Intelligence in the Field of Elderly Care Services." University of Chinese Academy of Sciences, Master's Thesis, 2022.

2021

[119] Sicong Du. "Research of Monocular SLAM for Planar Scenes." Institute of Automation, Chinese Academy of Sciences, Master's Thesis, 2021.

[120] Qiang Li. "Intelligent Vehicle Object Detection Method Based on Parallel Vision." Institute of Automation, Chinese Academy of Sciences, Master's Thesis, 2021.

[121] Xuesong Li. "Research on Multi-Target Tracking Method with Trajectory Prediction and Re-Identification." Institute of Automation, Chinese Academy of Sciences, Master's Thesis, 2021.

[122] Hongyu Chen. " Research on Traffic Data Synthesis and Prediction Method Based on Parallel Learning." Harbin University of Science and Technology, Master's Thesis, 2021.

2020

[123] Lei Shen. "The Influence of COVID-19 Epidemic on the Development of China's Semiconductor Industry." University of Chinese Academy of Sciences, Master's Thesis, 2020.

[124] Li Zhang. "Research on Quality Evaluation System of Intelligent Voice Customer Service——Take company H's customer service system as an example." University of Chinese Academy of Sciences, Master's Thesis, 2020.

2019

[125] Kunkun Hao. "Analysis Research of Mammograms Based on GAN and Parallel Learning." Xi’an Jiaotong University, Master's Thesis, 2019.

2018

[126] Ran Chen. "The Research of Traffic Sign Recognition Using Parallel Vision Method." Institute of Automation, Chinese Academy of Sciences, Master's Thesis, 2018.

[127] Kui Ma. "Light Field Three-Dimensional Displays and Parallel Depth Obtain." Institute of Automation, Chinese Academy of Sciences, Master's Thesis, 2018.

[128] Pengfei Zhang. "A Study of Knowledge Workers’ Task Recommendation Based on the Software Robot Program." University of Chinese Academy of Sciences, Master's Thesis, 2018.

[129] Danqing Kang. "Using Upstream and Downstream Traffic Information for Short-term Traffic Flow Prediction Based on LSTM Recurrent Neural Network." Harbin University of Science and Technology, Master's Thesis, 2018.

2017

[130] Yuanyun Liu. "Design of Business Model for Smart Vending Machine from Internet Perspective." University of Chinese Academy of Sciences, Master's Thesis, 2017.

[131] Pengchao Zhang. "Research on Comprehensive Evaluation of Low Carbon Competitiveness of Thermal Power Enterprises." University of Chinese Academy of Sciences, Master's Thesis, 2017.

[132] Jing Wang. "Similar Cases Recommendation on Online Medical Diagnose Platform." Harbin University of Science and Technology, Master's Thesis, 2017.

2016

[133] Dong Fan. "Design and Implement of Parallel Emergency Plan Management System for Chemical Processes." Institute of Automation, Chinese Academy of Sciences, Master's Thesis, 2016. 

2013

[134] Zehua Wu. "Wireless Mine Plastic Pipeline Monitoring System." Institute of Automation, Chinese Academy of Sciences, Master's Thesis, 2013.

2010

[135] Yuan Luo. "Complex Network-Based Analysis of Characteristics of the Spread of Infectious Diseases and Prevention and Control Strategies." Institute of Automation, Chinese Academy of Sciences, Master's Thesis, 2010.

[136] Cheng Nie. "Analyzing Topological Characteristics of Open Source Software Systems." Institute of Automation, Chinese Academy of Sciences, Master's Thesis, 2010.

[137] Hengmin Zhou. "Opinion Network Analysis and Leader Identification." Institute of Automation, Chinese Academy of Sciences, Master's Thesis, 2010.

[138] Chao Chang. "Related Topic Network." Institute of Automation, Chinese Academy of Sciences, Master's Thesis, 2010.

2009

[139] Huiqian Li. "Knowledge Discovery from Social Collaborative Tagging Systems and Social Networks." Institute of Automation, Chinese Academy of Sciences, Master's Thesis, 2009.

[140] Bin Liu. "Dynamic Bayesian Networks based Activity Recognition for Intelligent Space Systems." Institute of Automation, Chinese Academy of Sciences, Master's Thesis, 2009.

[141] Xiaochen Li. "Computational Modeling and Forecasting of Group Behavior in Social Computing." Institute of Automation, Chinese Academy of Sciences, Master's Thesis, 2009.

2008

[142] Feng He. "The Design Approach of Agent-Based Controller for Vehiclar Automation." Institute of Automation, Chinese Academy of Sciences, Master's Thesis, 2008.

2004

[143] Haojun Bao. "Integration of GPS/INS for Intelligent Vehicle Navigation System." Institute of Automation, Chinese Academy of Sciences, Master's Thesis, 2004.

[144] Zhibin Liu. "OSGi and Mobile Agent based design for Intelligent Residential District Control System and its Gateway Application." Institute of Automation, Chinese Academy of Sciences, Master's Thesis, 2004.

[145] Qunzhi Zhou. "Study on ModeE-Based Vehicle Safety Warning and Control." Institute of Automation, Chinese Academy of Sciences, Master's Thesis, 2004.

2003

[146] Lingxi Li. "A Microscopic Dynamic Model for Highway Sections." Institute of Automation, Chinese Academy of Sciences, Master's Thesis, 2003.

[147] Long Chen. "A New Neuro-fuzzy System and Its Implementation of "Local Simple Remote Complex" Control Principle." Institute of Automation, Chinese Academy of Sciences, Master's Thesis, 2003.

[148] Lin Gan. "A Microscopic Dynamic Model for Highway On-ramps." Institute of Automation, Chinese Academy of Sciences, Master's Thesis, 2003.

1991

[149] Guoguang Guan. "Modeling and Simulation of One-Link Flexible Manipulators." University of Arizona, Master's Thesis, 1991.

[1] F.-Y. Wang, "Parallel Steel: Foundation Industries of Foundation Intelligence Beyond Foundation Models for Intelligent Era," 2024 Steel Industry Intelligent Manufacturing Alliance Annual Conference, Shijiazhuang, China, Apr. 1, 2024.

[2] F.-Y. Wang, "Parallel Garments: From Clothing Big Models to Apparel Foundation Intelligence," Style3D·2024 China Fashion Forum, Beijing, China, Mar. 29, 2024.

[3] F.-Y. Wang, "Recent Developments and Trends in Global Foundation Intelligence and Foundation Industries: Beyonds AlphaGo, ChatGPT, and Sora," Special Reading Class for High-Quality Development Promotion for Municipal and County-Level Leaders, Dazhou, Sichuan, China, Mar. 20, 2024.

[4] F.-Y. Wang. "Parallel Teacher-Student and Lifelong Adaptive Embodied Intelligent Education: From Foundation Models to Infrastructure Intelligence," AI Adaptive Education with Large Models Conference, Kunming, China, Jan. 5, 2024.

[5] F.-Y. Wang. "Foundation/Infrastructure Intelligence/ Parallel Enterprises and Parallel Societies: The Foundation/Infrastructure Intelligence of the Upcoming AI Industry," Peking University School of Government Management - Three Gorges International Energy Investment Group Cadre Class, Beijing, China, Dec. 3, 2023.

[6] F.-Y. Wang. "Parallel Intelligence and the TAO of Future Enterprise and Economic Development," The Second Xishan Innovation Forum and the 45th Think Tank Salon of the Central Enterprises Think Tank Alliance, Beijing, China, Dec. 8, 2023.

[7] F.-Y. Wang. "Parallel Science and Intelligent Technology: Digital Scientists and the Transformation of Research Paradigms," 2023 University of Science and Technology of China "Frontiers of Intelligent Science and Technology" Cross-Disciplinary Forum, Hefei, China, Dec. 16, 2023.

[8] F.-Y. Wang. "Parallel Technology and Intelligent Industry: The Digital Human CEO and Corporate Paradigm Shift Based on TAO," 2023 Parallel Intelligence Conference, Beijing, China, Dec. 22, 2023.

[9] F.-Y. Wang. "Parallel Employees in Parallel Enterprises: Foundation/Infrastructure Intelligence for Industry 5.0," 2023 Cash Capital Investment Management Co., Ltd Annual Partners Conference, Beijing, China, Nov. 29, 2023.

[10] F.-Y. Wang. "The TAO to DeSci for Intelligent Publication and Smart Journals," 2023 China Automation Conference (CAC2023) - IEEE Journal Editors Forum, Chongqing, China, Nov. 19, 2023.

[11] F.-Y. Wang. "Federated Foundation and Federated Infrastructure: From Foundation Intelligence to Infrastructure Intelligence," 2023 China Automation Conference (CAC2023) - "Federated Ecosystems & Parallel Futures" Forum, Chongqing, China, Nov. 18, 2023.

[12] F.-Y. Wang. "Parallel Driving for Foundation Vehicles: From Foundation Intelligence to Infrastructure Intelligence for Future Mobility," 2023 Huawei Technologies Co., Ltd. Systems Technology Conference, Shanghai, China, Nov. 17, 2023.

[13] F.-Y. Wang. "Digital Energy for Digital Human: From Foundation/Infrastructure Models to Foundation/Infrastructure Intelligence," 2023 Power Digitalization Conference, Beijing, China, Nov. 1, 2023.

[14] F.-Y. Wang. "Foundation/Infrastructure Systems and Foundation/Infrastructure Intelligence: A New Frontier for Systems Engineering and Systems Intelligence," 2023 Complex Systems Design & Management (CSD&M2023) Conference, Beijing, China, Oct. 31, 2023.

[15] F.-Y. Wang. "Parallel Intelligence：From Military Foundation Intelligence and Infrastructure Intelligence to Military Operations Intelligence," Parallel Intelligent Command Control and Management Forum, Beijing, China, Oct. 25, 2023.

[16] F.-Y. Wang. "Foundation Military of Foundation Intelligence：From Injustice Wars to Justified Peaces," The 11th China Conference on Command and Control, Beijing, China, Oct. 24, 2023.

[17] F.-Y. Wang. "The Complexity Science and Parallel Intelligence for the New Generation: A Foundation Thinking for Being, Becoming, and Believing," 2023 International Annual Conference on Complex Systems and Intelligent Science (CSIS-IAC), Shenzhen, China, Oct. 22, 2023.

[18] F.-Y. Wang. "Parallel Intelligence: The Coming Future," School of Government Management, Peking University - Wuxi Junlai Hotel Management Group Study Class, Beijing, China, Oct. 10, 2023.

[19] F.-Y. Wang. "From Meta Twins to Parallel Intelligence: Foundations and Opportunities of the Industrial Revolution after ChatGPT," School of Government Management, Peking University - Finance Bureau of the Air Force Logistics Department - Air Force Financial Cadre Training Class, Beijing, China, Oct. 10, 2023.

[20] F.-Y. Wang, "Foundation Intelligence for Industry 5.0: Parallel Systems in CPSS with Karl Popper's World Model," Seminar Series: Fall 2023 (UCLA ENGINEERING B. John Garrick Institute for the Risk Sciences), United States, Sep. 29, 2023.

[21] F.-Y. Wang, "Transportation 5.0 and Parallel Transportation: The TAO from Foundation Models to Foundation Transportation," IEEE ITSC 2023 Joint workshop on Transportation 5.0 and FIST: AGI and Transportation Intelligence, Spain, Sep. 24, 2023.

[22] F.-Y. Wang, "Foundation Control for Secure and Sustainable Industry 5.0 in CPSS: From Foundation Models to Foundation Intelligence," 2023 IEEE/CAA Journal of Automatica Sinica Conference on MetaSystems: MetaControl and DeControl, Beijing, China, Sep. 23, 2023.

[23] F.-Y. Wang, "Emergence and Convergence of DeSci and NewSci Based on Foundation Intelligence: From MultiDisciplinary and CrossDisciplinary to MetaDisciplinary and DeDisciplinary," 2023 International Workshop on DeSci and NewSci for Intelligent Science and Technology, Singapore, Sep. 13, 2023.

[24] F.-Y. Wang, "The Present Future of Artificial Intelligence: Artificial and Generative Parallel Industries and Societies / Future Factories and Knowledge Automation: The Coming Revolution of Digital Workers, Parallel Production, and TAO Ecosystems," Workshop at the School of Government, Peking University - Pacific Property Insurance Hunan Branch Cadre Class, Beijing, China, Sep. 11, 2023.

[25] F.-Y. Wang, "Future Factories and Knowledge Automation: The Coming Revolution of Digital Workers, Parallel Production, and TAO Ecosystems," PHIIDF 2023 - Phoenix Contact Innovation and Industry Development Forum & Phoenix Contact Group's 100th Anniversary and China Company's 30th Anniversary Celebration, Nanjing, China, Sep. 7, 2023.

[26] F.-Y. Wang, "Foundation World Model for DeSci and Industry 5.0: Parallel Humans in Parallel Metaverses," 7th International Symposium on Blockchain and Knowledge Automation, Hong Kong, China, Aug. 26, 2023.

[27] F.-Y. Wang, "DeSci and Industry 5.0: 10M Productivity with Digital Human, Parallel Generation, and Smart Organizations for TAO-Based Ecological Economics and Societies," Qianhai 'New Fields, New Tracks' Lecture Series (Fourth Edition), Shenzhen, China, Aug. 25, 2023.

[28] F.-Y. Wang, "Parallel Robotics and Industry 5.0: Federated Foundation Models and Robotics TAO," Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, China, Aug. 23, 2023.

[29] F.-Y. Wang, "The DeSci for Robotics TAO in Industry 5.0: The Federated Foundation Models for Believing in Parallel Humans," Proceedings of the Seminar on the Development Paradigms of Science and Research Driven by Web3 and AI, Beijing, China, Aug. 19, 2023.

[30] F.-Y. Wang, "Federated Foundations for Intelligent Robotic Systems in Industry 5.0: The TAO and DeSci to Parallel Robotics," Proceedings of the Chinese Computer Society Intelligent Robot Annual Meeting, Qingdao, China, Aug. 19, 2023.

[31] F.-Y. Wang, "Promoting the Digital Transformation of Scientific Journals, Supporting the Construction of Top-Tier Scientific Journals," Proceedings of the 2023 "Emerging Technological Trends Driving the Transformation of Scientific Journal Industry" - Innovation and Development Mini Academic Salon for Scientific Journals, Beijing, China, Aug. 17,2023.

[32] F.-Y. Wang, "Industry 5.0 and Parallel Mining," On-Site Promotion Meeting for Intelligent Construction of Coal Mines in Xinjiang Uygur Autonomous Region, Urumqi, China, Aug. 5, 2023.

[33] F.-Y. Wang, "Social Computing and Knowledge Automation: A Vision of Control for Social Systems," Chinese Association of Automation (IFAC China NMO), Yokohama, Japan, 2023.

[34] F.-Y. Wang, "Industry 5.0 and Industrial DeMataverses: The DAO/TAO to Intelligent Industry and AI4S," 2023 World Artificial Intelligence Conference Industrial Metaverse Technology Innovation Forum, Shanghai, China, Jul. 8, 2023.

[35] F.-Y. Wang, "DeMetaverses for GAI: The DAO/TAO to AI for Sciences and Beyond," 71st Anniversary Celebration of Nanjing University of Science and Technology, Nanjing, China, Jul. 8, 2023.

[36] F.-Y. Wang, "Parallel Simulation: Dual Closed-Loop and Interactions of Virtual and Real for Big Models," 70th Anniversary Celebration of Nanjing University of Science and Technology, Nanjing, China, Jul. 7, 2023.

[37] F.-Y. Wang, "The TAO to SLAM: H2OS for Smart Logistics and Mobility in DeCities," IEEE ITSS Workshop: The Road to Emerging Mobility Systems for Smart Cities, Ayia Napa, Cyprus, Jul. 1, 2023.

[38] F.-Y. Wang, "DeCAST in TransVerse for Parallel Intelligent Transportation Systems and Smart Cities," MED2023 Workshop on Adaptive Control to ITS in Celebration of Petros Ioannou's 70th Birthday, GrandResort Limassol, Cyprus, Jun. 29, 2023.

[39] F.-Y. Wang, "Parallel Intelligence and Industry 5.0: The DAO and DeSci for RFID and Smart Sensing," IEEE CRFID Distinguished Lecture, Cyprus, Jun. 26, 2023.

[40] F.-Y. Wang, "Pascal's New Bet: Uninterpretable Artificial Intelligence and Its Governance," "Thoughts of Reed" Themed Event (Zhi Cool 325th Issue), Beijing, China, Jun. 19, 2023.

[41] F.-Y. Wang, "Parallelism and Imagination: Fashion in the Era of Imaginative DAO," 2023 Global Digital Fashion Innovation Conference, Hangzhou, China, Jun. 14, 2023.

[42] F.-Y. Wang, "Digital Teachers and Digital Students for Disruptive Educational Intelligence: Parallel Schools and Parallel Management for Lifelong Learning in Intelligent Industrial Societies," Symposium on Promoting Future Education Development with AI: Cold Thinking and New Departure under the New Trend of AI, Shanghai, China, Jun. 10, 2023.

[43] F.-Y. Wang, "The Future of Artificial Intelligence Has Come, the Future Has Come to Artificial Intelligence: Artificially Generated Parallel Industries and Parallel Societies," in Peking University School of Government Management "Daxing District 2023 Cadre Training Class," Beijing, China, Jun. 1, 2023.

[44] F.-Y. Wang, "Parallel Society and Parallel Safety: The Transformation of Intelligent Technology and Human Rights and Protection Systems," 2023 China International Police Equipment Expo AI Forum, Beijing, China, May 12, 2023.

[45] F.-Y. Wang, "Parallel Mining: Establishing New Standards for Mineral Resources, Paving the Way for Future Generations," 17th Ordos International Coal and Energy Industry Expo-Intelligent Mining Transportation Robot Product Launch Event, Ordos, China, May 5, 2023.

[46] F.-Y. Wang, "Mining 5.0 and Parallel Intelligence: Dedicated to Parallelism, Driven by Computation, Inheriting the Knowledge, and Paving the Way for the Virtual Reality," 17th Ordos International Coal and Energy Industrial Expo - China Automation Society Intelligent Mining Development Forum, Ordos, China, May 5, 2023.

[47] F.-Y. Wang, "Industry 5.0: The First Step of Parallel Technology and Parallel Industry," 2023 China Automation Industry Annual Conference and 18th China Automation Industry Century Award Ceremony, Beijing, China, Apr. 27, 2023.

[48] F.-Y. Wang, "Parallel Military and Parallel War: The Origin and Goal of Intelligent Military in the Intelligent Era," 10th China Command and Control Conference, Beijing, China, Apr. 22, 2023.

[49] F.-Y. Wang, "Parallel Economics and Prescription Markets: Belief and Cognitive Intelligence for CPSS-Based New Systems of Social Systems and DAOs," in the University of Chinese Academy of Sciences MBA Outstanding Scientist Lecture Series, Beijing, China, Apr. 14, 2023.

[50] F.-Y. Wang, "The DAO of DeSci in Intelligent Medicine: The DeMed System of Smart Healthcare Based on Parallel Intelligence and Hanoi," in the Medical-Engineering Interdisciplinary Seminar at Peking Union Medical College Hospital, Beijing, China, Apr. 14, 2023.

[51] F.-Y. Wang, "Intelligent Industries After ChatGPT: From Cmo-Scits'S OAI1.0 to DAO-Desci'S OAl2.0," 2023 National Intelligent Industry Summit, Cixi, China, Mar. 31, 2023.

[52] F.-Y. Wang, "Digital Employees and Parallel Enterprises: Scenario Engineering and Business Big Model Transformation for Energy-Saving and Efficiency-Increasing Mode," 2023 ABB China Energy Saving and Efficiency Seminar, Beijing, China, Mar. 22, 2023.

[53] F.-Y. Wang, "Parallel Manufacturing and Industry 5.0: The Prescriptive Technology and Imaginative Intelligence for the Smart Industry," Xiaomi 3C Intelligent Manufacturing Innovation Consortium First Exchange Conference, Beijing, China, Mar. 18, 2023.

[54] F.-Y. Wang, "From Digital Twins-based Metaverse to Parallel Intelligence: The Foundation and Opportunities of the Industrial Revolution After ChatGPT," Online Training Course on the Spirit of the 20th Party Congress (Organized by the School of Government Management, Peking University, for the Guangdong Propaganda Department), Online, Feb. 21, 2023.

[55] F.-Y. Wang, "Intelligent Industries and Industrial Revolution: The Imaginative DAO to Continuous Ownership and New Economics of Parallel Supply-Demand Ecology," Information Technology Elite 100: "2035 Digital Agenda" Cross-Domain Coffee Session and Annual Special Event, Beijing, China, Feb. 10, 2023.

[56] F.-Y. Wang, "Parallel Intelligence: DAO of Digital Twins, Metaverses and Virtual-Reality," Mentor-Student Meeting, 2023 Elite Plan, Online, Jan. 13, 2023.

[57] F.-Y. Wang, "Intelligent Cars are the Pioneer Industry for Humans Towards an Intelligent Society," in 7th HAOMO AI DAY, Online, Jan. 5, 2023.

[58] F.-Y. Wang, "Industrial Breakout or Industrial Revolution? - Centennial Revelations from Taylor's Scientific Management and Ford's Assembly Line," in Caijing Annual Conference 2023: Forecast and Strategy- Building Confidence for Recovery from Development Challenges, Beijing, China, Dec. 17, 2022.

[59] F.-Y. Wang, "Toward the Second Centenary: China's Intelligent Industry and Smart Economy," 9th Anniversary Celebration of Qingdao Institute, Online, Dec. 14, 2022.

[60] F.-Y. Wang, "From Agile Manufacturing to Nimble Parallel Manufacturing: 6S Social Manufacturing Based on the ACP Digital Twins-based Metaverse," 1st Scientists, Entrepreneurs, and Investors Forum by the Shanghai Asset Management Association, Online, Dec. 2, 2022.

[61] F.-Y. Wang, "The DAO of Meta-Control in Metaverses: The DeControl Concept and Control Ecological Intelligent Technology Spanning PLC and DCS," CAC2022-Meta-Control Forum, Online, Nov. 26, 2022.

[62] F.-Y. Wang, "Language Dynamics System and Complexity Control Based on Big Models: Retrospect and Prospect of Intelligent Control of Complex Systems," CAC2022-Fuzzy Systems and Fuzzy Control Forum, Online, Nov. 26, 2022.

[63] F.-Y. Wang, "Parallel Control in Metaverses: The DAO to DeControl and MetaControl for Complex Systems," in ANZCC2022, Online, Nov. 24, 2022.

[64] F.-Y. Wang, "Introduction PPT to 'Complex'," Gaoshan Science Classics Live, Online, Nov. 20, 2022.

[65] F.-Y. Wang, "DAO and DeMetaverses: From Digital Twins in CPS to Parallel Intelligence in CPSS," ICCSI22, Online, Nov. 20, 2022.

[66] F.-Y. Wang, "How We Reach the Final Destination of Autonomous Driving," in 2022 International Autumn School on Autonomous and Connected Driving for Future Mobility, Online, Nov. 18, 2022.

[67] F.-Y. Wang, "Parallel Intelligence: DAO of Digital Twins, Metaverses and Virtual-Reality," in Metaverse Workshop at Chongqing University of Posts and Telecommunications, Online, Nov. 17, 2022.

[68] F.-Y. Wang, "Parallel Metaverse Engineering Based on Blockchain Intelligence: Constructing a Production Assembly Line for Knowledge Products," Blockchain Innovative Application Development Forum, Shenyang, China, Nov. 8, 2022.

[69] F.-Y. Wang, "From Open Warfare to Peace Culture: The DAO of Metamilitary Revolution in the Metaverse," Advanced Study Class on Military Applications of Metaverse, Beijing, China, Nov. 4, 2022.

[70] F.-Y. Wang, "The New Economy and Ecology of Peace and War in Metaverses with Blockchain Intelligence: Reflection and Perspective," in Metaverse Series Lecture, Renmin University of China, Online, Oct. 29, 2022.

[71] F.-Y. Wang, "6S Social Manufacturing Based on Parallel Intelligence and Metaverse: From Made in China to Intelligent Manufacturing in China," in 2022 China Clothing Congress, Video Recording, Oct. 25, 2022.

[72] F.-Y. Wang, "DeSci for DeEdu and DeEco of DeSoc in Metaverses: The Origin and Goal," in ITSC DeSci Workshop: The DAO to DeSci: AI for Free, Fair, and Responsibility Sensitive Sciences, Online, Sep. 30, 2022.

[73] F.-Y. Wang, "The Origin and Goal of Parallel Rail Transit: From 6I to 6S," Inaugural Meeting of the Intelligent Railway Committee of the China Railway Society & 2022 Academic Exchange on Intelligent Railways, Beijing, China, Sep. 28, 2022.

[74] F.-Y. Wang, "Carbon Neutral and Society: Blockchain/Metaverse Intelligence and Parallel Ecological Technology," in Wànxiàng Summit, Online, Sep. 24, 2022.

[75] F.-Y. Wang, "Ecological Intelligence and Era's Smart DAO: Internert of Minds, Metaverse, and Parallel Intelligence," in 2022 Beijing Area Widely-Watched Academic Achievement Conference, Video Recording, Sep. 24, 2022.

[76] F.-Y. Wang, "Parallel Navy and Metaverse: Future Integrated Maritime Intelligent Warfare," Academic Exchange Activity of the Future Development Research Center of the Technology Committee, CSSC, Beijing, China, Sep. 11, 2022.

[77] F.-Y. Wang, "Parallel Driving for MetaCars in Metaverses: From Intelligent Vehicles to Vehicular Intelligence for Smart Mobility," in World Artificial Intelligence Conference, Shanghai, China, Sep. 2, 2022.

[78] F.-Y. Wang, "Parallel Emergency and Parallel Intelligence: New Generation Emergency Information Computing Theory and Technology and Its Major Applications in National and Social Security," in NSTL Decision Consultation and Emergency Intelligence Service Course, Beijing, China, Aug. 31, 2022.

[79] F.-Y. Wang, "Mobile Metaverse and Parallel Cars: Intelligent Technology of Shadow, Twin, Mirror, Virtual Reality, Metaverse," in China Automobile Metaverse Conference, Online, Aug. 27, 2022.

[80] F.-Y. Wang, "Prescriptive Computing: Social Reasoning for Social Governance Based on Parallel Blockchain Intelligence," in SMP2022, Beijing, China, Aug. 21, 2022.

[81] F.-Y. Wang, "Open Warfare and its Social Intelligence: 'Elite Politicians' Social Calculations and 'Crowd' Social Guidance in the 'Bird and Goose War'," in SMP2022 Public Opinion Forum, Beijing, China, Aug. 20, 2022.

[82] F.-Y. Wang, "Intelligent Control: A Review and Outlook on the 50th Anniversary," in 2021 Automation Conference, Kunming, China, Aug. 12, 2022.

[83] F.-Y. Wang, "Federal Ecology: Federal Data and Federal Intelligence," in "Federal Ecology: Escorting a New Generation of Safe and Trusted Digital Economy" Special Forum and Federal Data and Federal Intelligence Professional Committee (Preparation) Work Meeting, Kunming, China, Aug. 11, 2022.

[84] F.-Y. Wang, "DeCASM in MiningVerses: Parallel Mining and Its DeMining Intelligent Operating System Based on Robots and Digital Miners," in Inauguration Conference of Intelligent Mining Professional Committee of Chinese Association of Automation and Forum on Innovative Development of Intelligent Mining, Qingdao, China, Jul. 31, 2022.

[85] F.-Y. Wang, "Unmanned Systems and Parallel Intelligence: From Digital Twin to Hanoi Intelligence," in "Navigation and Positioning Services in the Intelligent Era" International Engineering Technology High-End Forum and Beidou Intelligent Application Conference, Wuhan, China, Jul. 8, 2022.

[86] F.-Y. Wang, "New Era, New Aesthetics: Parallel Art and Intelligent Technology," in Series Academic Forum of the National Museum of China Celebrating the 110th Anniversary of Its Establishment, Beijing, China, Jun. 26, 2022.

[87] F.-Y. Wang, "Parallel Intelligence: DAO of Digital Twins, Metaverses and Virtual-Reality," in Tongji University Workshop, Online, Jun. 8, 2022.

[88] F.-Y. Wang, "From Agile Manufacturing to Spirit-Agile Parallel Manufacturing: 6S Social Manufacturing Based on ACP and Digital Twins-based Metaverses," in High Performance Manufacturing High-End Forum, Chengdu, China, May 21, 2022.

[89] F.-Y. Wang, "Parallel Economics and Prescription Markets: Belief and Cognitive Intelligence for CPSS-Based New Systems of Social Systems and DAOs," in Outstanding Scientist Lecture Series, School of Economics and Management, University of Chinese Academy of Sciences, Beijing, China, Apr. 22, 2022.

[90] F.-Y. Wang, "Parallel Economics and Prescription Markets: Belief and Cognitive Intelligence for CPSS-Based New Systems of Social Systems and DAOs," in Reed Conference- Parallel Economics and Belief Philosophy, Beijing, China, Apr. 16, 2022.

[91] F.-Y. Wang, "Parallel Intelligence and Metaverse: From Tao Te Ching to the Bible's Hanoi MetaDAO," in The Truth of Illusion, The Reality of Virtual, Beijing, China, Mar. 25, 2022.

[92] F.-Y. Wang, "Parallel Intelligence: DAO of Digital Twins, Metaverses and Virtual-Reality," in Interdisciplinary Workshop on Science, Technology and Philosophy in the Metaverse, Online, Jan. 15, 2022.

[93] F.-Y. Wang, "From Hype in Metaverse to Hope in Virtual Reality: Back to the Future with Parallel Intelligence and Emerging Industries," Peking University- China's Leading Talent Training Program for Strategic Emerging Industries, Beijing, China, Dec. 19, 2021.

[94] F.-Y. Wang, "Parallel Intelligence in CPSS for Industries 5.0: From Metaphysics to Metaverse," in International Winter School on AI in Cyber-Physical Systems for Industry 4.0, Online, Dec. 17, 2021.

[95] F.-Y. Wang, "Narrative Philosophy: The Meaning and Inspiration of Hao Wang's Career," in Centenary Commemoration of Hao Wang, Beijing, China, Dec. 12, 2021.

[96] F.-Y. Wang, "From Digital-Twin Zeus to Virtual-Reality Intelligence: Parallel Intelligence and Intelligent Industry," China Smart Industry Development Conference on "Discussing Digital Transformation" & "Smart Selection Platform" Launch Ceremony, Beijing, China, Dec. 11, 2021.

[97] F.-Y. Wang, "Social Prescription for Social Healthcare: From Merton's Laws to Prescriptive Computing," in Proceedings of the 3rd International Conference of Social Computing, Beijing, China, Dec. 11, 2021.

[98] F.-Y. Wang, "Back to the Future Parallel Intelligence: From Shadow, Twin, Mirror, Metaverse to Intelligent Technology," in Proceedings of the 7th China Virtual Reality Industry Academic Conference (CVRVT 2021), Video Recording, Dec. 5, 2021.

[99] F.-Y. Wang, "Parallel Intelligence and Parallel Teaching: Building the Educational Metaverse and Smart Education's Intelligent Technology," Mingxin Forum-Talent Plan Preparatory Course, Online, Nov. 14, 2021.

[100] F.-Y. Wang, "Parallel Intelligence and Knowledge Automation: The Science and Technology for Metaverse and Beyonds," IEEE ICFTIC 2021, Online, Nov. 13, 2021.

[101] F.-Y. Wang, "Construction of Intelligent Academic Journal Ecology in the New Era," Chief Editors (Presidents) Salon of Science and Technology Journals of China Association for Science and Technology, Beijing, China, Nov. 11, 2021.

[102] F.-Y. Wang, "Transportation 5.0 and Parallel Intelligence: MetaTransportation in MetaCity for Smart Mobility of MetaSociety," ICITE2021, Beijing, China, Oct. 30, 2021.

[103] F.-Y. Wang, "Setting Sail for Intelligent Business Software, Innovating Manufacturing Power: Intelligent Industry and Intelligent Economy in the New Era," Pangu Think Tank Local High-Quality Development Case Study Seminar, Beijing, China, Oct. 30, 2021.

[104] F.-Y. Wang, "Retrospect and Prospect of Intelligent Control for Fifty Years: The Original Intent of Fu Jingsun and the Ambition of Saridis," International Intelligent Control Seminar, Beijing, China, Oct. 30, 2021.

[105] F.-Y. Wang, "Application of Blockchain Technology in the Field of Smart Home and Decentralization Thinking of Smart Home," 2021 China Household Appliance Technology Conference, Hefei, China, Oct. 28, 2021.

[106] F.-Y. Wang, "Parallel Mining, Digital Twin, Cloud Scheduling, Unmanned Transportation," Intelligent Mining Technology Training Class organized by the National Mining Administration, Beijing, China, Oct. 27, 2021.

[107] F.-Y. Wang, "China's Intelligent Industry and Intelligent Economy for the Second Century," China Association for Science and Technology National Association President Salon, Beijing, China, Oct. 23, 2021.

[108] F.-Y. Wang, "Open Source Automation and Intelligent Industry," China Association for Science and Technology Open Source Automation Innovation and Cooperation Forum, Beijing, China, Oct. 22, 2021.

[109] F.-Y. Wang, "New Technology and New Momentum: The Epochal Essence and Social Significance of the Intelligent Industry," National Intelligent Industry Summit, Shenyang, China, Oct. 18, 2021.

[110] F.-Y. Wang, "Parallel Intelligence for Unmanned Systems: From Virtual Twins to Parallel Operations," 4th IEEE International Conference on Unmanned Systems (ICUS 2021), Beijing, China, Oct. 16, 2021.

[111] F.-Y. Wang, "Metadisciplinarity and Superdisciplinarity: Reevaluation of Natural Philosophy and Natural Science," First Young Academic Seminar of the Cross-disciplinary Department of the National Natural Science Foundation of China, Beijing, China, Oct. 10, 2021.

[112] F.-Y. Wang, "Parallel City and Transportation 5.0: Intelligent Networking and Parallel Driving," 2021 World Intelligent Networked Vehicle Conference, Beijing, China, Sep. 26, 2021.

[113] F.-Y. Wang, "Federation Ecology and Confederation Intelligence: Parallel Thinking of Technological Ethics and DAO Technology," 2021 Technological Ethics Seminar, Xishuangbanna, China, Sep. 25, 2021.

[114] F.-Y. Wang, "Parallel Intelligence Combat System for Three Wars Converged: From OODA to PREA," SRZQ, Guangzhou, China, Sep. 18, 2021.

[115] F.-Y. Wang, "Parallel Intelligence in The Third Axial Age: IoM Based Human Machine Systems," 2021 Distributed and Hybrid Conference (DHC) on Internet of Minds (IoM), Online, Sep. 14, 2021.

[116] F.-Y. Wang, "Industries 5.0 and Knowledge Automation: From CPS to CPSS via Parallel Intelligence," ICAC'21, Online, Sep. 3, 2021.

[117] F.-Y. Wang, "Neural Computing and Logical Computing: Explainable AI or TRUE DAO Intelligence?" 2021 International Conference on Neural Computing for Advanced Applications (NCAA 2021), Online, Aug. 28, 2021.

[118] F.-Y. Wang, "Transportation 5.0 Based on CPSS: Unmanned Vehicles, Parallel Driving, Intelligent Traffic, Smart Cities," 2021 IEEE Fellow Cloud Forum, Online, Aug. 26, 2021.

[119] F.-Y. Wang, "Parallel Intelligence for Parallel Education with Digital Learners in CPSS," IJCAI 2021 W14: AIMA4Edu: AI-based Multimodal Analytics for Understanding Human Learning in Real-World Educational Contexts, Online, Aug. 21, 2021.

[120] F.-Y. Wang, "Parallel Education via ISTREAMS and ICDIOS: From Artificial Intelligence to Educational Intelligence," IEEE DTPI 2021, Online, Aug. 15, 2021.

[121] F.-Y. Wang, "Federated Services in CPSS: From Parallel Services to Services Intelligence via Digital Twins and Smart Contracts," 2021 INFORMS Conference on Service Science (ICSS 2021), Online, Aug. 11, 2021.

[122] F.-Y. Wang, "Parallel Intelligence and Intelligent Industry: From Parallel Machine Tools to Dual Carbon Manufacturing," Xixian New Area Pilot Construction Promotion Meeting and the Introduction of "Qinchuangyuan," Beijing, China, Jul. 29, 2021.

[123] F.-Y. Wang, "New Paradigm in the Intelligent Era: Parallel Intelligence, Parallel Education, Parallel Society," 2021 China Artificial Intelligence Popular Education Development Forum and Teacher Learning Exchange Activities, Beijing, China, Jul. 21, 2021.

[124] F.-Y. Wang, "Artificial Intelligence, The Future Has Come," First Period Class of Beijing Municipal Market Regulation Comprehensive Law Enforcement Brigade, Peking University School of Government, Beijing, China, Jul. 16, 2021.

[125] F.-Y. Wang, "A Proposal for 24th IFAC World Congress," 1st Call Council and Related Meetings, 2021 1st round of Congress bid presentations, Online, 2021.

[126] F.-Y. Wang, "Industrial Internet and the Application Practice of Automation Technology," Advanced Training Class on New Infrastructure of Industrial Internet, Beijing, China, Jul. 14, 2021.

[127] F.-Y. Wang, "Artificial Intelligence and Parallel Driving: The Pioneer of Intelligent Industries in The Third Axial Age," Second Advanced Training Class on Intelligent Coal Mines in 2021, Beijing, China, Jul. 6, 2021.

[128] F.-Y. Wang, "A Retrospective and Prospective Look at Intelligent Control Over Fifty Years: From Intelligent Control to Controlling Intelligence," 9th China Command and Control Conference 2021, Beijing, China, Jul. 6, 2021.

[129] F.-Y. Wang, "Dual Carbon and the Transformation of China's International Influence in Science and Technology," High-level Seminar on "Carbon Peaking, Carbon Neutrality," Beijing, China, Jul. 2, 2021.

[130] F.-Y. Wang, "Towards the Third Axial Age: Intelligent Technology, Wisdom Communication," Establishment Ceremony of Zhongguancun Science and Technology Communication Center and the Forum on Science and Technology Communication and Innovation Development, Beijing, China, Jun. 29, 2021.

[131] F.-Y. Wang, "Parallel Control and Its Industrial Application of Intelligent Equipment," Intelligent Mobile Equipment Seminar, Xiaogan, China, Jun. 10, 2021.

[132] F.-Y. Wang, "How to Make Autonomous Unmanned Vehicles Intelligent? From Parallel Vision to Parallel Driving," 2021 GIVC Global Intelligent Vehicle Conference, Shenzhen, China, May. 7, 2021.

[133] F.-Y. Wang, "Parallel Education and Knowledge Transformation: New Era, New Paradigm, New Education," Scientist in Campus- Beijing No.2 Middle School, Beijing, China, Apr. 30, 2021.

[134] F.-Y. Wang, "AI 3.0 and Future Medical Health Services," Health Think Tank 2021 First Public Course, Online, Apr. 18, 2021.

[135] F.-Y. Wang, "Parallel Medicine: From the Temperature of Medicine to Intelligent Medicine," Military Medical Academy Workshops and Reports, Beijing, China, Apr. 16, 2021.

[136] F.-Y. Wang, "Intelligent Sciences and New Paradigm: From Interdisciplinarity to Transdisciplinarity," National Natural Science Foundation of China Interdisciplinary Science Department's Thematic Seminar on Interdisciplinary Research Paradigms, Beijing, China, Mar. 26, 2021.

[137] F.-Y. Wang, "Parallel Mines and Parallel Intelligence: Building a New 6S Intelligent Mining Industry with Independent Innovation," Inauguration Conference of the Smart Mine Special Committee, AVIC, Beijing, China, Mar. 21, 2021.

[138] F.-Y. Wang, "How to Make Autonomous Unmanned Vehicles Intelligent? From Parallel Vision to Parallel Driving," Journal of Image and Graphics Live Broadcast, Online, Mar. 12, 2021.

[139] F.-Y. Wang, "Parallel Intelligence and Parallel Health: Intelligent Health and Technology in The Third Axial Age," Health Without Boundaries, Future with Intelligence: Intelligent Medicine Discussion, Online, Mar. 4, 2021.

[140] F.-Y. Wang, "Parallel Economics: From Artificial Intelligence to Intelligent and Smart Economy," at Intelligent Economics: An Explainable AI Approach, Duke Kunshan University, Online, Mar. 3, 2021.

[141] F.-Y. Wang, "The Spring of Parallel: From Digital Twin to System Intelligence," National Key Laboratory for Management and Control of Complex Systems 2020 Academic Annual Meeting, Online, Jan. 31, 2021.

[142] F.-Y. Wang, "Parallel Philosophy: The Origin and Objective of Intelligent Industry and Intelligent Economy," 2nd Huadehai Intelligent Philosophy Discussion and Young Scholars Exchange Meeting 2020, Beijing, China, Jan. 29, 2021.

[143] F.-Y. Wang, "Trends of the Times and Knowledge Transformation: New Era, New Philosophy, New Education," Mingxin Forum- Excellent Talent Education Exchange Meeting, Online, Jan. 28, 2021.

[144] F.-Y. Wang, "Parallel Intelligence and Parallel Health: Intelligent Health and Technology in The Third Axial Age," Health Without Boundaries, Future with Intelligence- Pinecone Health 4.0 Launch, Beijing, China, Jan. 24, 2021.

[145] F.-Y. Wang, "The Edge Emergence and Cloud Convergence of Intelligent Transportation: From Parallel Transportation to Transportation 5.0," 57th Meeting of the 7+1 Transportation Forum, Beijing, China, Dec. 26, 2020.

[146] F.-Y. Wang, "The Interface of Virtual and Real: Uncertainty or Unclear Thinking," Fourth Thinkers Conference, Beijing, China, Dec. 22, 2020.

[147] F.-Y. Wang, "How to Understand Intelligence?" Second Party Branch Congress of the Complexity, Online, Dec. 21, 2020.

[148] F.-Y. Wang, "The Origin and Goal of CPSS: From AlphaGo to Third Axial Age," International Symposium on Computational Intelligence and Cybernetics, Online, Dec. 19, 2020.

[149] F.-Y. Wang, "Parallel Intelligence and Its Industrial Applications," 2020 Advanced Training Course on Intelligentization of Zhuneng Coal Mine, Zhungeer, China, Dec. 7, 2020.

[150] F.-Y. Wang, "Parallel Intelligence and Parallel Medicine: From Parallel Eye to Intelligent Health," 2020 Haihe Ophthalmology International Forum, Online, Dec. 5, 2020.

[151] F.-Y. Wang, "Parallel Safety and Parallel Emergency Based on CPSS: The Intelligent Method and System of Normalization of Long Tail Effect," Seminar on the Development of Unconventional Safety Defense Discipline of Power System, Beijing, China, Dec. 4, 2020.

[152] F.-Y. Wang, "Intelligent Science and Systems Learning: New Era, New IT, New Philosophy," Establishment Seminar of the "Joint Laboratory of Intelligent Science and Systems," Macau, Dec. 1, 2020.

[153] F.-Y. Wang, "Trends of the Times and Knowledge Transformation: New Philosophy, New Technology, New Education," Chinese Education Mingde Forum 2020 Annual Meeting and the 19th National Basic Education Learning Forum, Beijing, China, Nov. 29, 2020.

[154] F.-Y. Wang, "CPSS and Parallel Simulation Based on ACP: Crossing the Lighthill Cognitive Gap," International Engineering Technology Development Strategy High-end Forum, Beijing, China, Nov. 28, 2020.

[155] F.-Y. Wang, "How Can Unmanned Vehicles Be Unmanned: Green and Intelligent Travel," Finance Annual Meeting, Beijing, China, Nov. 26, 2020.

[156] F.-Y. Wang, "Parallel Manufacturing and Intelligent Manufacturing: From Digital Twin to Intelligent Twin," Finance Annual Meeting, Beijing, China, Nov. 26, 2020.

[157] F.-Y. Wang, "Today's Cars and Future Society: From Parallel Intelligent Cars to Parallel Intelligent Society," Fifth China Auto and Bank Insurance Big Data Industry Summit, Beijing, China, Nov. 20, 2020.

[158] F.-Y. Wang, "Parallel Intelligence and System Intelligence: New Era, New Philosophy, New Industry," "Highly Cited Paper Selection" Conference, Beijing, China, Nov. 15, 2020.

[159] F.-Y. Wang, "Parallel Population and Population Intelligence: Description, Prediction, Prescription," International Population Research Seminar, Beijing, China, Nov. 10, 2020.

[160] F.-Y. Wang, "Parallel Art and Parallel Philosophy: The Origin and Goal of Intelligence," Academic Forum on Construction of Smart Museum, Beijing, China, Nov. 6, 2020.

[161] F.-Y. Wang, "Parallel Control," Intelligent Control Cloud Workshop, Online, Oct. 27, 2020.

[162] F.-Y. Wang, "New Technology and New Momentum: The Era Essence and Social Significance of the Intelligent Industry," Science and Technology China "Science and Technology Service Group" Series Propaganda Activity, Video Recording, Oct. 26, 2020.

[163] F.-Y. Wang, "Introduction to the English Journal of Automation (JAS)," Second Editorial Board Meeting of the Second Edition of the Chinese Academy of Engineering Journal "Frontiers of Information and Electronic Engineering (English)" (FITEE), Beijing, China, Oct. 21, 2020.

[164] F.-Y. Wang, "Intelligent Control: Fifty-Year Review and Prospect," Intelligent Control Cloud Workshop +Shusong Gui Academic Salon, Beijing, China, Oct. 19, 2020.

[165] F.-Y. Wang, "From Computer Simulation to Social Computing of Computational Experiments: New Technology, New Philosophy, New Humanities," at Minglue Technology University Workshop, Minglue, Oct. 16, 2020.

[166] F.-Y. Wang, "Parallel Vision: From Artificial Images to Computational Intelligence," Third Chinese Conference on Pattern Recognition and Computer Vision (PRCV 2020), Nanjing, China, Oct. 16, 2020.

[167] F.-Y. Wang, "Digital Twins and Parallel Intelligence: New Era, New Infrastructure, New Industry," Advanced Training Class for the Development of Digital Twin Systems for Complex Equipment, Chengdu, China, Oct. 13, 2020.

[168] F.-Y. Wang, "Trends of the Times and Knowledge Changes: New Philosophy, New Teachers and Students, New Education," 2019 National Social Science Fund Major Project AI Promotes the Development of Future Education Research Kick-off Meeting and Special Research Forum, Shanghai, China, Oct. 10, 2020.

[169] F.-Y. Wang, "Intelligent Automation and New Social Development: New Era, New Technology, New Philosophy," Machine Learning and System Control Academic Report and Chen Junlong Outstanding Visiting Professor Appointment Ceremony, Tsinghua, Sep. 27, 2020.

[170] F.-Y. Wang, "Intelligent Control: Half a Century of Wind and Rain and Future," 2020 Intelligent Control and Intelligent Sensing Seminar, Beijing, China, Sep. 26, 2020.

[171] F.-Y. Wang, "Intelligence and Society: New Era, New Philosophy, New Industry," New Employees Training Activities Scientist Report Meeting, Beijing, China, Sep. 24, 2020.

[172] F.-Y. Wang, "The Intelligent Revival of Philosophy: New Era, New Humanities, New Philosophy," Unveiling Ceremony of the Institute of Philosophy of the Chinese Academy of Sciences and the Symposium on Frontier Issues in Science and Philosophy, National Science Park Yuzhong Road Campus, Sep. 24, 2020.

[173] F.-Y. Wang, "Digital Twins and Parallel Intelligence: The Meaning and Application of the Integration of Virtual Reality and Real Virtuality," 20th China Virtual Reality Conference (ChinaVR 2020), Online, Sep. 19, 2020.

[174] F.-Y. Wang, "Progress in the Industrialization Application of Parallel Intelligence," 2020 Parallel Intelligence Conference, Qingdao, China, Sep. 19, 2020.

[175] F.-Y. Wang, "Parallel Driving: From Digital Twins to Parallel Intelligent Logistics Systems," Alibaba Cloud Conference, Online, Sep. 18, 2020.

[176] F.-Y. Wang, "Human Scientific and Technological Community: Boundless Technology and Bounded Communication," 5th Session of the Young Scientist Salon of the China Science and Technology Summit Series Activities, Online and Offline Combined, Sep. 12, 2020.

[177] F.-Y. Wang, "Edge Emergence and Cloud Convergence in ITS: From Parallel Transportation to Transportation 5.0," in 2020 IEEE 5th International Conference on Intelligent Transportation Engineering (IEEE ICITE2020), Online, Sep. 11, 2020.

[178] F.-Y. Wang, "Parallel Security: The Security Situation and Countermeasures Facing Artificial Intelligence Under the 'New Infrastructure'," 2020 China (Jinan) Cybersecurity Summit- Forum on Industrial Internet Cybersecurity under the New Infrastructure, Jinan, China, Sep. 6, 2020.

[179] F.-Y. Wang, "The Origin and Goal of Cyber-Physical-Social Systems: From Systems Learning to Systems Intelligence," in International Conference on Software and Services Engineering (ICSSE 2020), Online, Sep. 1, 2020.

[180] F.-Y. Wang, "Parallel Intelligent Manufacturing: From ACP Digital Twins to 6S Social Manufacturing," IMAC (International Intelligent Alliance) Cloud Classroom, Weizan System, Aug. 30, 2020.

[181] F.-Y. Wang, "From Computer Simulation to Computational Experiments in Social Computing: New Technology, New Philosophy, New Humanities," First Forum on Digital and Computational Demography: From Human Simulation to Human-Machine Integration, Beijing, Aug. 30, 2020.

[182] F.-Y. Wang, "Digital Twins and Parallel Intelligence: Smart Industries of Digital Cities," Seminar on Intelligent Industries and Regional Development, Jiaxing, China, Aug. 28, 2020.

[183] F.-Y. Wang, "From Social Data to Social Intelligence in Social Computing: New Technology, New Philosophy, New Humanities," Data Hall Visit and Workshop, Beijing, China, Aug. 21, 2020.

[184] F.-Y. Wang, "A Review and Prospect of the Research on Language Dynamics System," 9th National Conference on Language Dynamics System and Academic Annual Meeting of the Professional Committee of Granular Computing and Multiscale Analysis, Online, Aug. 14, 2020.

[185] F.-Y. Wang, "A Brief History of Complex Intelligence: From Integrated Synthesis to Parallel Intelligence," Themed Party Day Activity "Learning the Spirit of Scientists, Promoting Good Family Style," Online, Jul. 24, 2020.

[186] F.-Y. Wang, "Social Computing from Social Data to Social Intelligence: New Technology, New Philosophy, New Humanities," High-end Forum on Innovation of Computing and Humanities and Social Sciences and the Inauguration of the "Computational Social Science Research Center," Online, Jul. 22, 2020.

[187] F.-Y. Wang, "Parallel Economy: From Economic Digital Twins to Software-Defined Intelligent Social Governance," 44th China UnionPay CUP Forum, Online, Jul. 20, 2020

[188] F.-Y. Wang, "A Unified Approach for Transport Automation and Vehicle Intelligence: Parallel Driving," Intelligent and Automated Connected Vehicles Summer Workshop, Online, Jul. 9, 2020.

[189] F.-Y. Wang, "Parallel Nuclear Power System: From Digital Twins to Computational Intelligence," Nuclear Hezhi Academy, Online, Jun. 29, 2020.

[190] F.-Y. Wang, "Parallel Transportation and Transportation 5.0: From Intelligent Transportation to Transportation Intelligence," Zhizhuan Conference 2020- Intelligent Transportation Thematic Forum, Beijing, China, Jun. 23, 2020.

[191] F.-Y. Wang, "New IT, New Philosophy: A Parallel Ecology for AI in the Third Axial Age," 4th Intelligence Conference- Intelligence New Era: Innovation, Energization, and Ecology, Online, Jun. 23, 2020.

[192] F.-Y. Wang, "Multi-Role Game Theory and the Concept of Future Control Management: From Intelligent Warfare to Peaceful Military," at Intelligent C2 Cloud Classroom, Session One: Military Intelligence, Beijing, China, Jun. 6, 2020.

[193] F.-Y. Wang, "Understanding Digital Twins with Parallel Theory," Digital Twin Infrastructure Thematic Seminar, Beijing, China, May 16, 2020.

[194] F.-Y. Wang, "Intelligent Society and Its Parallel Economy: Recalibration and Rebalancing of the World," in Smart Economy Closed Online Seminar, Online, Apr. 11, 2020.

[195] F.-Y. Wang, "Spring of Parallel Driving: A Review and Outlook on the Development of Autonomous Vehicles," in 2020 Strategic Seminar of Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Online, Mar. 6, 2020.

[196] F.-Y. Wang, "Seeking 'BEI': Smart Platform Economy Based on New IT and Big 5G," in 2020 Global Trade and Intellectual Property Innovation Forum- Forum Topic 6: Technical Countermeasures for Intellectual Property Protection under Platform Economy, Guangzhou, China, Jan. 15, 2020.

[197] F.-Y. Wang, "Artificial Intelligence and Intelligent Vehicles: Driving into the Third Axial Age with Smart Mobility in CPSS," in China EV100 Forum (2020), Beijing, China, Jan. 12, 2020.

[198] F.-Y. Wang, "Parallel Manufacturing and Knowledge Automation: How to Transition from 'Made in China' to 'Intelligently Made in China'?" in 2020 China Manufacturing Forum- General Assembly Four: Breakthrough in Comprehensive Innovation Driven by Core Technology, Foshan, China, Jan. 11, 2020.

[199] F.-Y. Wang, "From New IT to Big 5G: Parallel Intelligence and Intelligent Industry," in 2020 AI Industry Investment Summit, Shanghai, China, Jan. 8, 2020.

[200] F.-Y. Wang, "Blockchain and Blockchain Intelligence: The Increasing Marginal Utility of Parallel Economy and Its Parallel Philosophy," in 2019 Digital Assets and Blockchain Annual Conference and Inauguration of Digital Asset Research Center, China Investment Association, Beijing, China, Dec. 22, 2019.

[201] F.-Y. Wang, "Intelligent Technology and Parallel Philosophy: From Leibniz's Monad to the DAO of Blockchain," in 2019 Parallel Intelligence Conference, Beijing, China, Dec. 21, 2019.

[202] F.-Y. Wang, "Why Parallel and How Does It Differ from Digital Twinning?" in 2019 Parallel Intelligence Conference- National Heavyweight Young Scientists Symposium, Beijing, China, Dec. 20, 2019.

[203] F.-Y. Wang, "Why Parallel?" in Strategic Report of the Academic Committee of Complex National Key Laboratory, Beijing, China, Dec. 20, 2019.

[204] F.-Y. Wang, "Parallel Intelligence Education: Talent Cultivation System in the Intelligent Era," 3E International Youth Intelligent and Creative Design Contest Press Conference, Beijing, China, Dec. 16, 2019.

[205] F.-Y. Wang, "Parallel Intelligence: The Technical Essence and Epochal Significance of Intelligence," 2019 Annual Academic Exchange Conference of the Eleventh Research Institute of China Electronics Technology Group Corporation, Beijing, China, Dec. 13, 2019.

[206] F.-Y. Wang, "New Era, New Industry: From New IT and Big 5G to Intelligent Internet Industry 5.0," Peking University Strategic Thinking Training Course in the New Era, Beijing, China, Dec. 11, 2019.

[207] F.-Y. Wang, "New IT and Big 5G: New Technology, New Humanity, New Life," 2019 Sanya International Financial Forum- Responses and Choices under the Global Pattern Change, Beijing, China, Dec. 7, 2019.

[208] F.-Y. Wang, "The Industry and Economy of the Third Axial Age: From the Origin of Artificial Intelligence to the Significance of Blockchain Intelligence," China Unicom Lecture Hall, Beijing, China, Dec. 6, 2019.

[209] F.-Y. Wang, "Intelligent Internet and Parallel Military: New Era, New War, New Philosophy," Symposium on Network Information System and Future Warfare, Beijing, China, Dec. 2, 2019.

[210] F.-Y. Wang, "A Smart Navy for the Third Axial Age: From the Origin of Intelligence to Parallel Blockchain Intelligent Military," First Marine Battlefield Network Information System Construction and Development Summit Forum, Beijing, China, Nov. 28, 2019.

[211] F.-Y. Wang, "A Unified Approach for Transport Automation and Vehicle Intelligence: Parallel Driving," ADCoP and ICRI-IACV US Workshop, United States, Nov. 15, 2019.

[212] F.-Y. Wang, "The Origin and Goal of Intelligence in CPSS: From Parallel Chips to Intelligent Industries," RSS Mini Workshop, ADCoP and ICRI-IACV US Workshop, United States, Nov. 14, 2019.

[213] F.-Y. Wang, "A Unified Approach for Transport Automation and Vehicle Intelligence: Parallel Driving," V2X and V2V for Intelligent and Connected Autonomous Vehicles, ADCoP and ICRI-IACV US Workshop, United States, Nov. 13, 2019.

[214] F.-Y. Wang, "Parallel Transportation and Transportation 5.0: Moving Towards Intelligent Transportation Systems of Smart Cities," Founding Conference of the AI Industry Development Alliance's Transportation+AI Deep Fusion Committee, Beijing, China, Nov. 10, 2019.

[215] F.-Y. Wang, "Three Worlds, Three Philosophies: The Origin and Goal of Intelligence," in 2019 Tencent Cloud Summit: Settling Down in the Digital World, Beijing, China, Nov. 09, 2019.

[216] F.-Y. Wang, "The Development, Overview of Artificial Intelligence and Its Impact on Industrial Development," in Science Press Strategy Seminar, Beijing, China, Nov. 03, 2019.

[217] F.-Y. Wang, "Parallel Art and Parallel Philosophy: The Origin and Goal of Intelligence," in the Blended Field- Science and Art Forum, Beijing, China, Nov. 02, 2019.

[218] F.-Y. Wang, "What Does the New Public Sentiment Era Mean: From Social Computing to Social Prescription?" in 2019 First National Social Public Sentiment Analysis Forum, Beijing, China, Nov. 02, 2019.

[219] F.-Y. Wang, "AI and Grand Challenges for ITS: Parallel Transportation Systems and Transportation 5.0," in 2019 IEEE Intelligent Transportation Systems Conference (ITSC), New Zealand, Oct. 28, 2019.

[220] F.-Y. Wang, "Right of Way Based Strategy to Implement Safe and Efficient Autonomous Driving at Non-Signalized Intersections," in Workshop on AV Safety, Validation and Transparency at 2019 IEEE Intelligent Transportation Systems Conference (ITSC), New Zealand, Oct. 27, 2019.

[221] F.-Y. Wang, "The Origin and Goal of Artificial Intelligence and Intelligent Industries: Third Axis Era of Intelligent Appliances, from Parallel Home to Parallel Space," in Wudaokou Finance College, Beijing, China, Oct. 25, 2019.

[222] F.-Y. Wang, "The Origin and Goal of Artificial Intelligence and Intelligent Industries: Third Axis Era of Intelligent Appliances and Parallel Home," in 2019 China Household Electrical Appliances Technology Conference, Foshan, China, Oct. 23, 2019.

[223] F.-Y. Wang, "Parallel Education: From AI Talent Cultivation to Lifelong Personalized Intelligent Education," in AI Empowered Regional Education Innovation and Improvement Seminar, Shenzhen, China, Oct. 21, 2019.

[224] F.-Y. Wang, "The Origin and Goal of Intelligence in CPSS: From Parallel Robotics to Intelligent Industries," in the 5th International Robotics West Lake Forum, Hangzhou, China, Oct. 19, 2019.

[225] F.-Y. Wang, "The 'Truth' and 'DAO' of the Intelligent Economy: New Products, New Marginal, New Hotspots," in Dacheng 2019 Economic Forum, Shanghai, China, Oct. 18, 2019.

[226] F.-Y. Wang, "Parallel Manufacturing and the Training of Intelligent Manufacturing Talents: New Era, New Methods, New Talents," in 2019 World Intelligent Manufacturing Conference Thematic Forum- Industry-Education Integration Empowering Intelligent Manufacturing Talent Training, Nanjing, China, Oct. 17, 2019.

[227] F.-Y. Wang, "Parallel Cognitive Autonomous Driving and Its Application in Unmanned Mines," in SAE 2019 International Academic Conference on Automotive Intelligence and Network Technology, Kunshan, China, Oct. 16, 2019.

[228] F.-Y. Wang, "The 'Truth' and 'DAO' of 'intelligence + Society': Intelligent Technology and Intelligent Governance," in Frontiers of Engineering Management 2019 Journal Work Conference, Beijing, China, Oct. 14, 2019.

[229] F.-Y. Wang, "The Origin and Goal of Future in CPSS: Industries 4.0 and Industries 5.0," in IEEE SMC'19, Bari, Italy, Oct. 7, 2019.

[230] F.-Y. Wang, "Artificial Intelligence and Intelligent Industries: A New IT and Big 5G Perspective," in ICCSS 2019 International Conference on Information, Chongqing, China, Sep. 28, 2019.

[231] F.-Y. Wang, "Parallel Intelligence and Intelligent Industries: The Third Axis New Era Created by New IT and Big 5G," in Innovation Drives, Create the Future- Artificial Intelligence Technology Application Forum, Shenzhen, China, Sep. 26, 2019.

[232] F.-Y. Wang, "Artificial Intelligence and Intelligent Industries: A New IT and Big 5G Perspective," in Italy- China Bilateral Meeting on Artificial Intelligence, Rome, Italy, Sep. 16, 2019.

[233] F.-Y. Wang, "ACP-Based Parallel Computing for Parallel Intelligence: From Divide and Conquer to Augment and Solver," in 2019 World Computer Conference, Changsha, China, Sep. 11, 2019.

[234] F.-Y. Wang, "Artificial Intelligence and Parallel Intelligence: The Origin and Goal of Three ITs," in 2019 Network Security and Informatization Management Cadre Training Class of Affiliated Units, Urumqi, China, Aug. 27, 2019.

[235] F.-Y. Wang, "Artificial Intelligence and Parallel Intelligence: From Big Data to Deep Intelligence," in 2019 Government Big Data Director Training Course, Beijing, China, Aug. 25, 2019.

[236] F.-Y. Wang, "Parallel Military: Intelligent Military in the Intelligent Era," in Tsinghua University Wudaokou Finance College National Day Gift Series Elective Course on "Innovation Driven and Military-Civilian Integration," Beijing, China, Aug. 24, 2019.

[237] F.-Y. Wang, "Artificial Intelligence and Intelligent Industries: Origin, Goal, Future," in Machinery Engineering Management Expert Committee Launch Conference and Thematic Salon, Beijing, China, Aug. 22, 2019.

[238] F.-Y. Wang, "Human-Machine Hybrid Parallel Enhancement Techniques for Intelligent Control of Nuclear Power Plants," in the 329th Oriental Science and Technology Forum "Smart Nuclear Power" Academic Symposium, Shanghai, China, Aug. 20, 2019.

[239] F.-Y. Wang, "Fifty Years of Intelligent Control: Review and Prospects," in the 2nd Yang Jiachi Intelligent Control Forum, Beijing, China, Aug. 16, 2019.

[240] F.-Y. Wang, "The Origin and Goal of Artificial Intelligence," in China Electronics Technology Research Institute "Pursuing Network Information, Forge Ahead" Technology Forum, Beijing, China, Aug. 15, 2019.

[241] F.-Y. Wang, "Prospects for the Commercial Application of Artificial Intelligence: The Third Axis Era Outlook," in China Tourism Association 2019 Members Congress and the Fourth Council of the Sixth Session, Datong, China, Aug. 14, 2019.

[242] F.-Y. Wang, "The 'Truth' and 'DAO' of Intelligent Economy: New Products, New Margins, New Hot Spots," in 2019 Jinjialing·Shanghai Jinpu Wealth Investment Forum, Qingdao, China, Aug. 8, 2019.

[243] F.-Y. Wang, "Intelligent Command and Control Based on 5G: Current Situation and Prospects," in 7th China Command and Control Conference, Beijing, China, Jul. 25, 2019.

[244] F.-Y. Wang, "CPSS Security: A New Framework for Socially-Aware Security," in 10th International Summer School on Information Security and Protection (ISSISP 2019), Qingdao, China, Jul. 17, 2019.

[245] F.-Y. Wang, "Parallel Security: A Solution for Digital Asset Protection," in 10th International Summer School on Information Security and Protection (ISSISP 2019), Beijing, China, Jul. 13, 2019.

[246] F.-Y. Wang, "Transportation 5.0: Toward Parallel Transportation Intelligence and Smart Mobility in Cyber-Physical-Social Space," in 19th COTA International Conference of Transportation Professionals (CICTP2019), Nanjing, China, Jul. 7, 2019.

[247] F.-Y. Wang, "Artificial Intelligence Unlocks New Manufacturing," in 2019 SAP Equipment Manufacturing Industry Summit, Wenzhou, China, Jul. 4, 2019.

[248] F.-Y. Wang, "The Effort is Beyond the Poem: Academic Papers and Academic Careers," in High-Level Paper Writing Submission Training Course, Beijing, China, Jun. 29, 2019.

[249] F.-Y. Wang, "Artificial Intelligence, the Future is Here," Beijing University Chuzhou City Financial Bureau Leadership Cadre Training Class, Beijing, China, Jun. 12, 2019.

[250] F.-Y. Wang, "The Future of Artificial Intelligence: Driving into The Third Axial Age with Parallel Intelligence," 2019 China-Chile Workshop on Science and Technology Innovation Cooperation, Beijing, China, Jun. 3, 2019.

[251] F.-Y. Wang, "Artificial Intelligence, the Future is Here," Beijing University Chuzhou City Financial Bureau Leadership Cadre Training Class, Beijing, China, Jun. 2, 2019.

[252] F.-Y. Wang, "The 'Truth' and 'DAO' of the Intelligent Economy: New Products, New Space, New Margins," Outstanding Scientist Lecture Series No.5, University of Chinese Academy of Sciences School of Economics and Management, Beijing, China, May 31, 2019.

[253] F.-Y. Wang, "New Era of Blockchain Intelligence: Digital Twins and Parallel Worlds," 2019 Big Data Expo Blockchain High-End Dialogue, Guiyang, China, May 27, 2019.

[254] F.-Y. Wang, "Intelligent Vehicles in China: Past Experiences and On-Going Innovations," 23rd World Semiconductor Council Meeting, Xiamen, China, May 23, 2019.

[255] F.-Y. Wang, "The 'Truth' and 'DAO' of the Intelligent Economy: New Products, New Space, New Margins," "New Payment Theory" Learning Forum, Beijing, China, May 22, 2019.

[256] F.-Y. Wang, "5G Intelligent Connection in the Intelligent Era," 11th Session ASSIA Intelligent Automation Pre-Study Workshop Class, Beijing, China, May 18, 2019.

[257] F.-Y. Wang, "Parallel Driving and Parallel Mining," World Intelligent Driving Industry Forum, Tianjin, China, May 17, 2019.

[258] F.-Y. Wang, "Artificial Intelligence, the Future is Here," Beijing University National Tax Bureau Chengdu City Tax System Cadre Training Class, Beijing, China, May 16, 2019.

[259] F.-Y. Wang, "The 'Truth' and 'DAO' of 'Intelligent + Society': Intelligent Technology and Wise Governance," WIC Global Blockchain Technology Innovation Summit, Tianjin, China, May 15, 2019.

[260] F.-Y. Wang, "The 'Truth' and 'DAO' of 'Intelligent + Society': Intelligent Technology and Wise Governance," Beijing University "Digital Government and Data Governance" Academic Forum- Hongmen Dialogue, Beijing, China, May 11, 2019.

[261] F.-Y. Wang, "Parallel Security in Parallel Worlds: Generative Adversarial Safety Intelligence System Based on CPSS," in 2019 Industrial Safety Conference (ISSC2019), Beijing, China, May 9, 2019.

[262] F.-Y. Wang, "Parallel Vehicles and Parallel Driving: From 'Functional Vehicles' to 'Smart Vehicles'," in 2019 AI+ Intelligent Vehicle Innovation Summit, Shanghai, China, Apr. 18, 2019.

[263] F.-Y. Wang, "A Unified Approach for Transport Automation and Vehicle Intelligence: Parallel Driving," ICRI-IACV-201904-shanghai, Shanghai, China, Apr. 11, 2019.

[264] F.-Y. Wang, "The 'Truth' and 'DAO' of the Development of Intelligent Industry in the Intelligent Era," in AI Future Light-First Beijing Universities AI Technology Forum, Beijing, China, Mar. 31, 2019.

[265] F.-Y. Wang, "The Intelligent Industry in the Era of Intelligence: Origin and Logic," at Tsinghua University School of Finance, Beijing, China, Mar. 30, 2019.

[266] F.-Y. Wang, "Parallel Education: Virtual Teachers for Real Teaching in IStream and ICDIOS," in the 4th Sino-US Smart Education Conference, USA, Mar. 19, 2019.

[267] F.-Y. Wang, "From Parallel Intelligent Systems to Smart Social Energy Systems," in First Park Smart Energy Service Forum, Beijing, China, Mar. 15, 2019.

[268] F.-Y. Wang, "The Generalization of Gödel's Theorem and Blockchain Intelligence: Can We Trust Mathematics?" in Blockchain Technology and Public Chain Industry Application Training, Hangzhou, China, Mar. 8, 2019.

[269] F.-Y. Wang, "From L3 to L∝: A Dream from Old Vail to New IVISTA," in the 10th Intelligent Automation Subject Frontier Training Course Speech, Beijing, China, Mar. 2, 2019.

[270] F.-Y. Wang, "The Essence and Significance of Blockchain: Current Status and Trend," in China Blockchain Public Chain Development Strategy and Application Summit and Topic Launch Ceremony, Beijing, China, Feb. 24, 2019.

[271] F.-Y. Wang, "The Future of Artificial Intelligence: Driving into the Third Axial Age with Parallel Intelligence," at Future Conference, Chile, Jan. 14, 2019.

[272] F.-Y. Wang, "From Artificial Intelligence to Intelligent Industry: Towards the Smart World of the Third Axial Age," in 2019 National Intelligent Industry Summit, Qingdao, China, Jan. 11, 2019.

[273] F.-Y. Wang, "Parallel Transportation: Intelligent Vehicles and Their Intelligent Transportation in the Third Axial Age," Beijing Urban Planning and Design Institute, Beijing, China, Jan. 2019.

[274] F.-Y. Wang, "Parallel Military: Intelligent Military in the Intelligent Era," High-Level Innovative Scientific and Technological Talents Training Class of the Whole Army, Changsha, China, Jan. 2019.

[275] F.-Y. Wang, "From Artificial Intelligence to Intelligent Industry: New Era, New Approaches, New Paradigms," Shanghai Zhenhua Heavy Industries Co., Ltd. Annual Talent Work Conference and the inauguration of the think tank and academician workstation, Shanghai, China, Dec. 2018.

[276] F.-Y. Wang, "The Generalized Godel Theorem and Blockchain Intelligence: In Math We Can't Trust," Blockchain Mathematics Science Conference, Beijing, China, Dec. 2018.

[277] F.-Y. Wang, "Big Data and Small Intelligence: From Artificial Intelligence to the New Era of Parallel Intelligence Industry," Inaugural Meeting and First Summit Forum of the National Defense Big Data Branch of the Chinese Association of Automation, Guangzhou, China, Dec. 2018.

[278] F.-Y. Wang, "Parallel Intelligence and Parallel Intelligence in the Third Axial Age," 2018 NSTL Frontier Trends Series Report Meeting, Beijing, China, Dec. 2018.

[279] F.-Y. Wang, "Major Trend: Parallel Intelligence and Its Intelligent Industry in the Third Axial Age," Ministry of Industry and Information Technology's "Innovation Development and Leading Application of Artificial Intelligence Industry" advanced seminar, Beijing, China, Dec. 2018.

[280] F.-Y. Wang, "Parallel Education: From Artificial Intelligence 123 to the New Journey of Intelligent Education," 2018 Future Innovative Talent Training Forum, Beijing, China, Dec. 2018.

[281] F.-Y. Wang, "From Artificial Intelligence to Intelligent Industry: New Era, New Pathways, New Paradigms," Artificial Intelligence to Promote the "Internet Plus" towards a new era- the "Internet Plus" Artificial Intelligence Three-Year Action Implementation Plan Practical Experience Exchange Meeting, Beijing, China, Dec. 2018.

[282] F.-Y. Wang, "Smart Journal and Scholarship in the New Age of Intelligence," 2018 CAC • Meeting with the Editors-in-Chief of International Top Academic Journals, Xi'an, China, Dec. 2018.

[283] F.-Y. Wang, "Building Robots for Parallel Cognition: Cognitive Science in Reflection and Perspective," in Proceedings of the Third International Conference on Cognitive Systems and Information Processing (ICCSIP), Beijing, China, Nov. 2018.

[284] F.-Y. Wang, "Artificial Intelligence and Intelligent Industry: New Era and New Thinking," 2018 China Innovators Annual Meeting, Beijing, China, Nov. 2018.

[285] F.-Y. Wang, "Intelligent Control and Knowledge Automation: From Parallel Control to Parallel Intelligence," National Key Laboratory of Industrial Control Technology Academic Annual Meeting and the First Meeting of the 8th Academic Committee, Hangzhou, China, Nov. 25, 2018.

[286] F.-Y. Wang, "Parallel Cognition: Review and Perspective of Cognitive Science," 2018 Shanghai Jiao Tong University Brain-like Computing and Intelligence Academic Seminar, Shanghai, China, Nov. 23, 2018.

[287] F.-Y. Wang, "Parallel Travel: Driving Towards Intelligent Cars and Smart Traffic of the Third Axial Age (Part 3)," Tsinghua University School of Finance, Beijing, China, Nov. 22, 2018.

[288] F.-Y. Wang, "Artificial Intelligence and Intelligent Industry: New Thinking in the New Era," Inauguration of the AI Branch of China Power Development Promotion Association, Beijing, China, Nov. 20, 2018.

[289] F.-Y. Wang, "Parallel Robotics: Building Bridges Between Human Intelligence and Artificial Intelligence," International Workshop on Robotics and AI, University of Science and Technology Beijing, Beijing, China, Nov. 16, 2018.

[290] F.-Y. Wang, "A Unified Approach for Transport Automation and Vehicle Intelligence: Parallel Driving," ICRI-IACV INTEL, Beijing, China, Nov. 16, 2018.

[291] F.-Y. Wang, "Parallel Driving for Smart Mobility: Towards Intelligent Vehicles of the Third Axial Age," PAMS 2018 Forum, South Korea, Nov. 15, 2018.

[292] F.-Y. Wang, "A Parallel Driving Framework for 300% Safety!" IEEE ITSC 2018 INTEL, Maui, Hawaii, Nov. 07, 2018.

[293] F.-Y. Wang, "Transportation 5.0: From Parallel Driving to Parallel Traffic Control," IEEE ITSC 2018, Maui, Hawaii, Nov. 04, 2018.

[294] F.-Y. Wang, "Parallel Missiles and Parallel Rockets: Discussion on the Integrated Intelligent Platform for Rocket and Missile Design, Development, and Testing," CALT Academic Seminar-Aerospace Intelligent Equipment Development, Beijing, China, Oct. 31, 2018.

[295] F.-Y. Wang, "Parallel Cognition: The Past and Future of Cognitive Science," AI School Advanced Workshop on Intelligent Control Science, Beijing, China, Oct. 29, 2018.

[296] F.-Y. Wang, "Forty Years of Change: From Knowledge Automation to Parallel Intelligence," "Blossoming 40 Years" Theater-style Scientific Workshop of the Chinese Academy of Sciences, Beijing, China, Oct. 26, 2018.

[297] F.-Y. Wang, "Industrial Parallel Vision: From Parallel Images to Smart Factories," 15th China Computer Conference CNCC2018, Hangzhou, China, Oct. 25, 2018.

[298] F.-Y. Wang, "Transportation 5.0: Towards CPSS-based Intelligent Parallel Transportation," Zhuzhou Intelligent Traffic Phase III Project Symposium, Zhuzhou, China, Oct. 15, 2018.

[299] F.-Y. Wang, "Intelligence 5.0: Towards a CPSS-based Intelligent Parallel System," 2018 National Information Science Doctoral Forum, Beijing, China, Oct. 13, 2018.

[300] F.-Y. Wang, "Transportation 5.0: Towards a CPSS-based Intelligent Parallel Transportation System," Academic Association Second Symposium, Beijing, China, Oct. 13, 2018.

[301] F.-Y. Wang, "Parallel Manufacturing and IoM: From Industrie 4.0 to Industries 5.0 via CPSS," World Intelligent Manufacturing Conference, Nanjing, China, Oct. 12, 2018.

[302] F.-Y. Wang, "Systems Engineering 5.0: Towards Systems of Parallel Systems in CPSS and IoM," INCOSE Summit, Beijing, China, Sep. 26, 2018.

[303] F.-Y. Wang, "Exploration of New Era and New Education: From Artificial Intelligence to Smart Education," Xicheng Education Commission "Innovation and Future" Thematic Workshop, Beijing, China, Sep. 20, 2018.

[304] F.-Y. Wang, "AI for Automation of Intelligence: Paradigm Shift from Newton's 'Big Laws Small Data' to Merton's 'Big Data Small Laws'," 2018 Institute of Automation New Employee Training, Beijing, China, Sep. 19, 2018.

[305] F.-Y. Wang, "Parallel Security in Parallel World: CPSS-Gan-Based Smart Security Systems," World Artificial Intelligence Conference, AI Security and Ethics Sub-Forum, Nanjing, China, Sep. 18, 2018.

[306] F.-Y. Wang, "Parallel Intelligence: The New IT and New Industry of the Third Axial Age," Shanghai Leaders' "Promoting the Innovation-Driven Development Strategy" Special Seminar, Shanghai, China, Sep. 13, 2018.

[307] F.-Y. Wang, "Parallel Driving Based on ACP and CPSS: From Car Automation to Car Intelligence," Annual Conference and Summit Forum of the Intelligent Electric Vehicle Committee, Hefei, China, Aug. 31, 2018.

[308] F.-Y. Wang, "Parallel Networks: From SDN to Smart Networks for Connected Vehicles," ICRI-MNC (Mobile Network Communication), Beijing, China, Aug. 28, 2018.

[309] F.-Y. Wang, "Parallel Security in Parallel World: CPSS-Based Generative Adversarial Smart Security Systems," 4th China Internet Security Leadership Summit, Beijing, China, Aug. 27, 2018.

[310] F.-Y. Wang, "Parallel Cognition: Towards Intelligent Cognitive Science and Technology Integrating Knowledge and Action," 1st China Cognitive Computing and Hybrid Intelligence Conference, Xi'an, China, Aug. 26, 2018.

[311] F.-Y. Wang, "AI for Automation of Intelligence: Paradigm Shift from Newton’s 'Big Laws Small Data' to Merton’s 'Big Data Small Laws'," Chang'an University, Xi'an, China, Aug. 26, 2018.

[312] F.-Y. Wang, "AI for Automation of Intelligence: From Newton's 'Big Laws Small Data' to Merton's 'Big Data Small Laws'," CASE 2018, Munich, Germany, Aug. 21, 2018.

[313] F.-Y. Wang, "Industry 5.0: A New Generation of Industry Systems with Intelligent and Social Characteristics," Future Intelligent Business Summit by Caijing Magazine, Qingdao, China, Aug. 15, 2018.

[314] F.-Y. Wang, "From New Generation AI Technologies to Industrial Internet and Parallel Intelligence Industry," Training of State Grid Information & Telecommunication Industry Group, Beijing, China, Aug. 14, 2018.

[315] F.-Y. Wang, "New Developments and Research Trends for Intelligent & Automated Vehicles," Yushi Autonomous Driving/AI Frontier Academic Conference, Beijing, China, Aug. 4, 2018.

[316] F.-Y. Wang, "Industry 5.0: From Industrial Internet to Parallel Intelligence Industry," 2018 AI & Blockchain Innovation Summit, Shanghai, China, Aug. 2, 2018.

[317] F.-Y. Wang, "Education and Industry in the Era of Intelligence," Seminar on Higher Education and Industry in Intelligent Technology, Macao, China, Jul. 31, 2018.

[318] F.-Y. Wang, "Transportation 5.0: ITS in CPSS, SKLMCCS PPT, QAII PPT," University of Cambridge, Cambridge, UK, Jul. 24, 2018.

[319] F.-Y. Wang, "Transportation 5.0: ITS in CPSS, SKLMCCS PPT, QAII PPT," University of Oxford, Oxford, UK, Jul. 23, 2018.

[320] F.-Y. Wang, "Parallel Emergency and Safety Management for Nuclear Plant Operations: A New Approach Based AI and Knowledge Automation," 26th ICONE- International Conference on Nuclear Engineering, London, UK, Jul. 22, 2018.

[321] F.-Y. Wang, "Transportation 5.0: ITS in CPSS," Beijing Jiaotong University "Key Laboratory of Traffic Data Analysis and Mining in Beijing," Beijing, China, Jul. 17, 2018.

[322] F.-Y. Wang, "Interoperable Neural Networks: A Personal Journal and Perspective," IJCAI 2018 Tutorial: Toward Interpretable Deep Learning via Fuzzy Logic, Stockholm, Sweden, Jul. 13, 2018.

[323] F.-Y. Wang, "From Artificial Intelligence to Parallel Intelligence: Moving Towards a New Era of the Third Axis," Science and Technology Museum Science Forum, Shanghai, China, Jul. 10, 2018.

[324] F.-Y. Wang, "Blockchain Intelligence: The Cornerstone of Intelligent Economy and Its Intelligent Society," 8th General Assembly and 2018 Academic Annual Meeting of the Shandong Automation Society, Qingdao, China, Jul. 8, 2018.

[325] F.-Y. Wang, "Parallel Education: From Artificial Intelligence Talent Training to Lifelong Personalized Intelligent Education," "Brain Science and Education" Annual Conference, Qingdao, China, Jul. 7, 2018.

[326] F.-Y. Wang, "New Era, New Thinking, New China: Building Parallel Intelligence Technology for the Third Axis Era," Chinese Academy of Sciences-Hong Kong Youth Internship Program "Scientist Club Activities," Beijing, China, Jul. 6, 2018.

[327] F.-Y. Wang, "Parallel Intelligence and Parallel Intelligence in the Era of the Third Axis," JS Big Data Forum, Beijing, China, Jul. 5, 2018.

[328] F.-Y. Wang, "Educational Revolution: From Parallel Intelligent Teaching to Intelligent Personalized Lifelong Education," Xiangshan Science Conference, Beijing, China, Jul. 5, 2018.

[329] F.-Y. Wang, "Military Blockchain: From Asymmetric War to Symmetric Peace," 6th China Command and Control Conference, Beijing, China, Jul. 4, 2018.

[330] F.-Y. Wang, "Parallel Driving and Transportation: From Intelligent Travel to Smart City," CCF-GAIR Intelligent Driving Sub-Forum, Shenzhen, China, Jul. 1, 2018.

[331] F.-Y. Wang, "Between Hype and Hope, the Real Value of Blockchain," New Enlightenment Era of Blockchain, Beijing, China, Jun. 16, 2018.

[332] F.-Y. Wang, "Transportation 5.0: From Parallel Driving to Parallel Traffic Control," Royal Institute of Technology Report, Stockholm, Sweden, Jun. 14, 2018.

[333] F.-Y. Wang, "Parallel Intelligent Medical Systems: From Medical Big Data to Smart Medicine," 301 Hospital Medical Robot Conference, Beijing, China, Jun. 10, 2018.

[334] F.-Y. Wang, "Introduction to CAA and SKL-MCCS," Academic Conference, Beijing, China, Jun. 10, 2018.

[335] F.-Y. Wang, "The Essence and Significance of Blockchain: Current Situation and Prospects," China Blockchain Technology Innovation Development Forum, Beijing, China, Jun. 2, 2018.

[336] F.-Y. Wang, "Artificial Intelligence: The Origin of the Future," Ministry of Science and Technology Report, Beijing, China, Jun. 1, 2018.

[337] F.-Y. Wang, "Parallel Intelligence and Smart Energy: From Energy Smart Grid to Social Energy," 2018 China Power Generation Automation Technology Forum, Yunnan, China, May 25, 2018.

[338] F.-Y. Wang, "Military 5.0: Parallel Warfare in the Intelligent Era/Parallel Intelligence: Intelligent Technology and Industry in the Third Axis Era," Guidance and Control Frontier Technology Training (Xi'an Rocket Army Engineering University), Xi'an, China, May 22, 2018.

[339] F.-Y. Wang, "Blockchain and Intelligent Internet: Knowledge Automation of CPSS True (TRUE) Way (DAO)," Youth Academic Annual Meeting, Nanjing, China, May 20, 2018.

[340] F.-Y. Wang, "The Big Trend of Intelligence: Mankind and Its Technology in the Third Axis Era," Technology and Ethics in the Era of Artificial Intelligence- Interdisciplinary Dialogue" Academic Seminar, Shenzhen, China, May 19, 2018.

[341] F.-Y. Wang, "Parallel Intelligence + Power Grid Based on CPSS: From Power Blockchain to Energy Intelligent Internet," ICT Industry Group "Artificial Intelligence + Power Grid" Theme Forum, Beijing, China, May 18, 2018.

[342] F.-Y. Wang, "How Blockchain Unlocks New Areas of Artificial Intelligence," 2nd World Intelligence Conference Smart Contract · Industry Blockchain Closed Forum and Technical Workshop, Tianjin, China, May 15, 2018.

[343] F.-Y. Wang, "Parallel Intelligence and Energy Smart Internet: From Energy Blockchain to Smart Energy," 2018 Global AI Product Application Expo Smart Energy Summit Forum, Suzhou, China, May 10, 2018.

[344] F.-Y. Wang, "Industry 5.0: Intelligent Technology and Industry in the Third Axis Era," State-owned Assets Supervision and Administration Commission Report, Beijing, China, May 9, 2018.

[345] F.-Y. Wang, "Parallel Intelligence: Intelligent Technology and Industry in the Third Axis Era," Suining City Modern Economic System Construction Special Training Class, Beijing, China, May 9, 2018.

[346] F.-Y. Wang, "Parallel Intelligent Manufacturing Systems: From Social Manufacturing to Smart Manufacturing," in Sino-European Intelligent Manufacturing Conference, Shanghai, China, May 7, 2018.

[347] F.-Y. Wang, "Trends: Parallel Intelligence, Parallel Driving and the Future of Intelligent Driving in the Third Axis Age," in SAIC Group Bi-weekly Forum, Shanghai, China, May 5, 2018.

[348] F.-Y. Wang, "Parallel Intelligence and Smart Energy: From Energy Internet of Things to Social Energy," in Zhejiang Electric Power Zhejiang Forum, Hangzhou, China, Apr. 25, 2018.

[349] F.-Y. Wang, "'Post' Human Era: Towards a 'Unified Body' of Human Destiny," in Theme Seminar on "New Technological Revolution: Humanitarian Crisis, or Civilizational Transformation?" Beijing, China, Apr. 22, 2018.

[350] F.-Y. Wang, "Parallel Driving- A New Approach to Future Travel," in Shanghai Jiao Tong University Auto-E Forum, Shanghai, China, Apr. 21, 2018.

[351] F.-Y. Wang, "Intelligent Industry and Smart Management in the Parallel Era," in Workshop on Frontier Science of Intelligent Control, Beijing, China, Apr. 18, 2018.

[352] F.-Y. Wang, "Blockchain Intelligence: The Foundation of the Intelligent Economy and Its Smart Society," in Chinese Association of Automation "Blockchain" Theme Automation Frontier Hotspot Forum, Beijing, China, Mar. 29, 2018.

[353] F.-Y. Wang, "Parallel Intelligence: Intelligence and Industry in the Third Axis Era," in Women Entrepreneurs Association Annual Meeting, Beijing, China, Mar. 27, 2018.

[354] F.-Y. Wang, "Parallel Intelligence: Building Intelligent Technology for the Third Axis Era," in MBA Outstanding Scientist Lecture Series, School of Economics and Management, MBA Center, Beijing, China, Mar. 23, 2018.

[355] F.-Y. Wang, "Artificial Intelligence and the Third Axis Era: Historical Opportunities and Missions," Tsinghua University Wudaokou School of Finance, Beijing, China, Mar. 22, 2018.

[356] F.-Y. Wang, "Intelligent Manufacturing: The Foundation of the Intelligent Industry Revolution in the New Era," 2018 China Manufacturing Summit, Qingdao, China, Mar. 21, 2018.

[357] F.-Y. Wang, "How Does Intelligent Manufacturing Become Intelligent: From Industrial Internet to Industrial Internet of Things," 2018 China Manufacturing Summit, Qingdao, China, Mar. 21, 2018.

[358] F.-Y. Wang, "Parallel Education: From ISTREAM and ICDIOS to Smart Education," in 3rd Sino-US Smart Education Conference, Beijing, China, Mar. 19, 2018.

[359] F.-Y. Wang, "ERP 3.0: Theory and Key Technology Research on Enterprise Parallel Management System," National Natural Science Foundation of China Key Project Acceptance, Beijing, China, Mar. 6, 2018.

[360] F.-Y. Wang, "Parallel Intelligence: Building the Intelligent Technology of the Third Axial Age," 17th Professional Technical Workshop on Control Systems, Aerospace Science and Industry Corporation, Beijing, China, Feb. 9, 2018.

[361] F.-Y. Wang, "The New AI IT Revolution in Intelligent Space CPSS," Academic Annual Meeting of CAS Key Laboratory of Space Applications, Chinese Academy of Sciences Center for Space Science and Applied Research, Beijing, China, Feb. 8, 2018.

[362] F.-Y. Wang, "Parallel Logistics in the Social IoT Era," IEEE World Form on Internet of Things- Logistics Track, Singapore, Feb. 6, 2018.

[363] F.-Y. Wang, "Intelligent Industry in the Third Axial Age," 2018 National Intelligent Industry Summit, Qingdao, China, Feb. 2, 2018.

[364] F.-Y. Wang, "Parallel Intelligence and Parallel Information in the Third Axial Age," Joint Staff Department Operations Center, Beijing, China, Jan. 31, 2018.

[365] F.-Y. Wang, "Outlook for Intelligent Energy Economy in the New Intelligent Era," First Session of China Electric Power Research Institute Forum 2018, Beijing, China, Jan. 29, 2018.

[366] F.-Y. Wang, "Parallel Control and Intelligent Automation Team Work Report," 2015-2017 Science and Technology Innovation Exchange Meeting and Qualitative Evaluation of Scientific Research Performance, Beijing, China, Jan. 27, 2018.

[367] F.-Y. Wang, "Artificial Intelligence and Intelligent Transportation Driving into the 3rd Axial Age with ITS," Meeting of the Academic Committee of Beijing Key Laboratory of Intelligent Control Technology for Urban Road Traffic, Beijing, China, Jan. 6, 2018.

[368] F.-Y. Wang, "Parallel Driving and Parallel Mining: The System Intelligence Foundation of Smart Mining," Qingdao Intelligent Industry Technology Research Institute Report, Qingdao, China, 2017.

[369] F.-Y. Wang, "Parallel Intelligence: Building the Intelligent Technology of the Third Axial Age," First Robot Education Summit, Guilin, China, Dec. 9, 2017.

[370] F.-Y. Wang, "Parallel Manufacturing: Intelligent Manufacturing Technology in the Third Axial Age," "Manufacturing + Big Data Technology Forum" of the World Intelligent Manufacturing Conference "Leading the World Summit," Nanjing, China, Dec. 8, 2017.

[371] F.-Y. Wang, "Intelligence and Era: The Origin and Goal of the Future," ABB Industrial Internet Technology and Ecosystem Exchange Meeting and ABB Digital Technology Showroom Opening Ceremony, Beijing, China, Dec. 5, 2017.

[372] F.-Y. Wang, "Parallel Transportation Management and Control System Project Report," in "Parallel Transportation Management and Control System" Scientific and Technological Achievements Appraisal Meeting, Beijing, China, Dec. 27, 2017.

[373] F.-Y. Wang, "Artificial Intelligence and Society: History, Current Situation, and Prospects," in Fei Xiaotong Lecture Hall, Peking University, Beijing, China, Dec. 21, 2017.

[374] F.-Y. Wang, "From Artificial Intelligence to Parallel Intelligence: Three Worlds and Their Three Axial Ages," in "The Future Has Come · Embracing the Fourth Wave of Artificial Intelligence" National Postdoctoral Academic Forum, Zhuhai Hengqin, China, Dec. 19, 2017.

[375] F.-Y. Wang, "New IT and Coming New Axial Age: The Mission and Future of History," in UNDP Workshop on Artificial Intelligence and Beyond, Bangkok, Thailand, Dec. 15, 2017.

[376] F.-Y. Wang, "Artificial Intelligence and Intelligent Transportation: Driving into the 3rd Axial Age with ITS," School of Transportation Engineering, Kunming University of Science and Technology, Kunming, China, Dec. 13, 2017.

[377] F.-Y. Wang, "Interpretable Neuron Network: Personal Experience and Prospects," in the Third Issue of Automation Frontier Hotspot Forum-2017 Adaptive Dynamic Programming and Reinforcement Learning Seminar, Guangzhou, China, Dec. 10, 2017.

[378] F.-Y. Wang, "AI and Intelligent Vehicles Future Challenge (IVFC) in China: From Cognitive Intelligence to Parallel Intelligence," in ITU Kaleidoscope Academic Conference, Nanjing, China, Nov. 28, 2017.

[379] F.-Y. Wang, "Parallel Driving and Parallel Roads: New Ideas for Future Travel," in 2017 China Intelligent Vehicle Conference and National Intelligent Vehicle Development Forum, Changshu, China, Nov. 23, 2017.

[380] F.-Y. Wang, "Artificial Intelligence and Intelligent Transportation: Driving into the 3rd Axial Age with ITS," 12th China Intelligent Transportation Annual Conference "Artificial Intelligence + Transportation" Innovation Development Forum, Changshu, China, Nov. 23, 2017.

[381] F.-Y. Wang, "Artificial Intelligence and Automotive Intelligence: China's Projects and New Initiatives," 2017 Ford Research & Innovation Center, Palo Alto, CA, USA, Nov. 20, 2017.

[382] F.-Y. Wang, "Parallel Manufacturing: The Overtaking Path of Intelligent Manufacturing in the New Era," 2017 Annual Meeting of the Chinese Mechanical Engineering Society, Jinan, China, Nov. 14, 2017.

[383] F.-Y. Wang, "Parallel Intelligence: Constructing the Intelligent Technology of the Third Axial Age," in the Second Lecture of "Law, Science and Technology, and Humanities" Series, Law Globalization Research Center, Tsinghua University School of Law, Beijing, China, Nov. 13, 2017.

[384] F.-Y. Wang, "Parallel Driving and Parallel Roads: New Ideas for Future Travel," in "Intelligent Vehicle Policy and Strategy" Symposium, Hangzhou, China, Nov. 11, 2017.

[385] F.-Y. Wang, "Intelligence Frontier of the Belt and Road: The Global Pioneer in the Third Axial Age," in ICT Industry Development and Policy Communication Conference- Transformation from Information Age to AI Age, Shanghai, China, Nov. 2, 2017.

[386] F.-Y. Wang, "Parallel Ocean: From Marine Big Data to the Comprehensive Use and Intelligent Control of the Ocean," in China Ocean Association 2017 Academic Annual Meeting (Marine Science and Technology Award Ceremony) and OI Qingdao International Marine Technology and Engineering Equipment Exhibition, Qingdao, China, Oct. 31, 2017.

[387] F.-Y. Wang, "Intelligence and the Times: The Origin and Goals of the Future," in Second "Intelligent Software" West Lake Forum, Hangzhou, China, Oct.29, 2017.

[388] F.-Y. Wang, "Parallel Steel: From Informatization to Intelligent System Research in Steel Manufacturing," in China Telemetry and Remote Control Technology Forum and 60th Anniversary of Beijing Telemetry Research Institute, Beijing, China, Oct. 27, 2017.

[389] F.-Y. Wang, "Intelligence and the Times: The Rise and Mission of the New Axis," in Demand-Driven Supply Development and Technology Path- AI Seminar, Beijing, China, Oct. 27, 2017.

[390] F.-Y. Wang, "Social Computing and Parallel Intelligence: The Origin and Mission of the Future," in 2017 China Computer Conference "Social Computing and Collaborative Work- How Does Computing Change Society?" Technical Forum, Fuzhou, China, Oct. 26, 2017.

[391] F.-Y. Wang, "Intelligence and the Times: The Origin and Goals of the Future," in Fuzhou Normal University Graduate Student Innovation Forum, Fuzhou, China, Oct. 25, 2017.

[392] F.-Y. Wang, "Intelligence and the Times: The Origin and Goals of the Future," in 461st Lecture of Jiaxi Forum, Fuzhou University, Fuzhou, China, Oct. 25, 2017.

[393] F.-Y. Wang, "Intelligence and the Times: The Rise and Mission of the New Axis," in 2017 New Generation Entrepreneurs Forum, Hangzhou, China, Oct. 23, 2017.

[394] F.-Y. Wang, "Intelligence and the Times: The Origin and Goals of the Future," in 2017 China Automation Conference and Shandong Association for Science and Technology Annual Meeting, Jinan, China, Oct. 22, 2017.

[395] F.-Y. Wang, "Parallel Intelligence and Parallel Information in the Third Axial Age," in Shanghai Forum on Competitive Intelligence of Disruptive Technology Impact, Shanghai, China, Oct. 19, 2017.

[396] F.-Y. Wang, "AI and Future Challenge for IV: A Chinese Perspective and Practice," in 2017 2nd ITS Workshop of ITSS Nagoya Chapter, Nagoya, Japan, Oct. 16, 2017.

[397] F.-Y. Wang, "Parallel Steel: From Informatization to Intelligent System Research in Steel Manufacturing," in 2017 China Steel Industry Intelligent Manufacturing Collaborative Innovation Development Forum, Wuhan, China, Oct. 13, 2017.

[398] F.-Y. Wang, "Parallel Networks: From SDN to CPSS-Oriented Smart Networks for IoT," in Workshop on Mobile Networking, Analytics and Edge Computing, Munich, Germany, Sep. 29, 2017.

[399] F.-Y. Wang, "Transportation 5.0 in CPSS: A Paradigm Shift in Smart Transport for Smart Societies," in CJK Engineering Academy Roundtable Conference, Busan, South Korea, Sep. 27, 2017.

[400] F.-Y. Wang, "What's New in the 'new Generation of Artificial Intelligence'?- New Era, New Thinking, New System, New Method, New Task," in Seminar on Intelligent Manufacturing Led by New Generation of Artificial Intelligence, Beijing, China, Sep. 26, 2017.

[401] F.-Y. Wang, "Parallel Steel: From Informatization to Intelligent System Research in Steel Manufacturing," in "China·Cixi" 2017 National Intelligent Manufacturing Forum, Cixi, Ningbo, China, Sep. 24, 2017.

[402] F.-Y. Wang, "Neural Networks: From Complexity to Intelligence, a Special Case or a General Expression Form?" in 121st New Views and New Theories Academic Salon of China Association for Science and Technology, Guilin, China, Sep. 22, 2017.

[403] F.-Y. Wang, "Parallel Nuclear Power Systems from Digitization to Smart Operation and Management; A Brief History of Intelligence- from Aristotle to Parallel Intelligence; Intelligence and the Times: The Origin and Goals of the Future," at Beijing Guoli Nuclear Systems Engineering Co., Ltd., Beijing, China, Sep. 19, 2017.

[404] F.-Y. Wang, "Intelligence and the Times: The Origin and Goals of the Future," at New Moganshan Conference·2017, Beijing, China, Sep. 15, 2017.

[405] F.-Y. Wang, "Intelligence and the Times: The Origin and Goals of the Future," at Shandong University, Jinan, China, Sep. 13, 2017.

[406] F.-Y. Wang, "Unmanned Vehicles and Intelligent Driving: A Review and Prospect; Intelligence and the Times: The Origin and Goals of the Future," in 2017 Second Session of the Frontier Lecture in Intelligent Automation Discipline, Beijing, China, Sep. 12, 2017.

[407] F.-Y. Wang, "Trends and Inevitability of Intelligent Network Development: From Parallel Cars to Parallel Transportation," in Intelligent Traffic and Vehicle Networking Industry Development Summit Forum and Second Annual Conference of China Intelligent Traffic Management Industry Alliance, Wuxi, China, Sep. 11, 2017.

[408] F.-Y. Wang, "Intelligence and Era: The Origin and Mission of the Future; A Brief History of Intelligence- From Aristotle to AlphaGo; Parallel Intelligence: The Intelligence and Industry of the Third Axial Age," in Tsinghua Q-Teng Future Technology School, Beijing, China, 2017.

[409] F.-Y. Wang, "Intelligence and the Era: The Origin and Target of the Future," 2017 New Employee Training Schedule, Beijing, China, Sep. 6, 2017.

[410] F.-Y. Wang, "Intelligence and the Era: The Overtaking Dream of Chinese Artificial Intelligence on a Straight Path," SAP China Summit, Beijing, China, Sep. 6, 2017.

[411] F.-Y. Wang, "Parallel Driving: A Unified Solution for Intelligent and Automated Driving," in 2017 Annual Meeting of the Intelligent Electric Vehicle Professional Committee of China E-Commerce Association, Hefei, China, 2017.

[412] F.-Y. Wang, "Intelligent Technology: From Artificial Intelligence to Parallel Intelligence; Intelligence and the Era: The Origin and Goal of the Future; Review and Prospect of Artificial Intelligence- from Aristotle to Parallel Intelligence," in Xugong Group Construction Machinery Co., Ltd., Xuzhou, China, 2017.

[413] F.-Y. Wang, "Intelligent Technology and the New Axial Age: The Origin and Goal of the Future," in Seminar on "Artificial Intelligence and Future Society: Trends, Risks, and Challenges," Shanghai, China, 2017.

[414] F.-Y. Wang, "The Intelligent Realm of the Belt and Road: The Global Pioneer of the Third Axial Age," in 2017 Peking University Global Finance Forum- "Belt and Road" Investment Opportunities and International M&A Sub-Forum, Shanghai, China, 2017.

[415] F.-Y. Wang, "Intelligent Technology: From Artificial Intelligence to Parallel Intelligence; Intelligence and the Era: The Mission and Future of History," in Huawei China Regional Strategy Management Committee Monthly Meeting, External Experts Forum, Beijing, China, 2017.

[416] F.-Y. Wang, "Artificial Intelligence and Coming New Axial Age: The Mission and Future of History," in Consultation on UNDP Asia-Pacific Regional Programme (2018-2021), Bangkok, Thailand, 2017.

[417] F.-Y. Wang, "Social Computing and Parallel Society: The Mission and Future of History," in National Big Data and Social Computing Academic Conference (BDSC2017), Lanzhou, China, 2017.

[418] F.-Y. Wang, "Intelligence and the Era: From Artificial Intelligence to Parallel Intelligence; The Rise of Cyberspace: The Parallel Future of War Machines," in The Second "Science and Technology Forum" of the First Research Institute of Aerospace Science and Technology Group Corporation, Beijing, China, 2017.

[419] F.-Y. Wang, "The Rise of Cyberspace: The Parallel Future of Intelligent Robots," in 5th China Command and Control Conference, Beijing, China, 2017.

[420] F.-Y. Wang, "Creating the Third Axial Age: The Mission and Future of Intelligence," in Inauguration of CAA Hybrid Intelligence Special Committee and Hybrid Enhanced Intelligence Academic Salon, Xi'an, China, 2017.

[421] F.-Y. Wang, "Parallel Intelligence and Tomorrow's Research," in 2017 Applied Fractional Calculus Seminar at Beijing Jiaotong University, Beijing, China, 2017.

[422] F.-Y. Wang, "Intelligent Technology: From Artificial Intelligence to Parallel Intelligence; Intelligence and Times: Historical Mission and Future; Parallel Nuclear Power Systems: From Digitization to Smart Operation and Management," in CGN System Training, Shenzhen, China, 2017.

[423] F.-Y. Wang, "The Third World and the Third Axial Age," in 6th Symposium on "Information Society in China," Beijing, China, 2017.

[424] F.-Y. Wang, "Parallel Nuclear Power Systems: From Digitization to Smart Operation and Management," ICONE25 International Conference on Nuclear Engineering "International Symposium on Advanced Technology for Nuclear Safety Status Monitoring," Shanghai, China, Jul. 2, 2017.

[425] F.-Y. Wang, "Research Progress and Prospects of Generative Adversarial Networks (GAN)," 1st Session of Intelligent Automation Discipline Frontier Lecture, Beijing, China, Jul. 17, 2017.

[426] F.-Y. Wang, "Intelligence and the Era: The Mission and Future of History," 96th Anniversary Celebration of the Founding of the Automation Institute, Beijing, China, Jun. 29, 2017.

[427] F.-Y. Wang, "Parallel Intelligence for Parallel World: From Software Defined Vehicles to Self-Developed Intelligent Systems in CPSS," Personalized Intelligent Living: Human, Robot and Nature, Beijing, China, Jun. 29, 2017.

[428] F.-Y. Wang, "Parallel Services in Fluid Computing: An ACP Based Approach for Computational and Smart Services," in Proc. 24th IEEE International Conference on Web Services, Hawaii, USA, Jun. 26, 2017.

[429] F.-Y. Wang, "From Industries 5.0 to Societies 5.0 via Grids 5.0 in CPSS: The Coming Age of New IT and Intelligent Industries," 2017 AIIB, South Korea, Jun. 16, 2017.

[430] F.-Y. Wang, "AI and Future Challenge for IV: A Chinese Perspective and Practice," IV2017, Los Angeles, USA, Jun. 13, 2017.

[431] F.-Y. Wang, "Parallel Manufacturing: Science and Technology of Intelligent Manufacturing in the New IT Era," 20th China Beijing International Science and Technology Industry Expo and 11th Science and Technology Innovation and Urban Management Forum, Beijing, China, Jun. 10, 2017.

[432] F.-Y. Wang, "Drive Customer Value by Parallel Intelligence: ACP-Based AI and People Analytics in CPSS," MPD2017, Finland, May 31, 2017.

[433] F.-Y. Wang, "Intelligent Decision-Making in the Third Axial Age: From Newton's Law to Merton's Law," Huawei Report, Shenzhen, China, May 25, 2017.

[434] F.-Y. Wang, "Parallel Manufacturing: From Parallel Machines to Smart Factories," 5th Advanced Manufacturing Conference, Shanghai, China, May 24, 2017.

[435] F.-Y. Wang, "Parallel Intelligence Parallel Blockchain for 5.0 in CPSS," in IEEE SMC Workshop on Computational Phychophysiology, Beijing, China, 2017.

[436] F.-Y. Wang, "Introduction to Ai-Related Knowledge (in the Form of a Speech)," in 22nd Public Policy Roundtable of China Informationization 100, Beijing, China, 2017.

[437] F.-Y. Wang, "Cybernetic Rise: The Origin of Cybernetics in Intelligent Technology," in 32nd Youth Academic Annual Meeting of Chinese Association of Automation, Hefei, China, 2017.

[438] F.-Y. Wang, "From Artificial Intelligence to Intelligent Technology: The Development of the Third World and the Beginning of the Third Axial Age," in China Information Security Academic Forum, Beijing, China, 2017.

[439] F.-Y. Wang, "Parallel Sensing and Parallel Blockchain for Transportation 5.0: From RFID to IoT for ITS in CPSS," in 11th Annual IEEE International Conference on RFID, USA, 2017.

[440] F.-Y. Wang, "Parallel Blockchain: Concept, Techniques and Applications," in First International Symposium on Blockchain and Knowledge Automation, ISBKA 2017, USA, 2017.

[441] F.-Y. Wang, "Review and Prospect of Artificial Intelligence: From Aristotle to Parallel Intelligence," in China Informationization 100 2017 Conference, Beijing, China, 2017.

[442] F.-Y. Wang, "Parallel Unmanned System: From Parallel Robots to Parallel Driving Cars," in 2017 Digital Factory International Symposium (International Automotive Key Technology Forum), Shanghai, China, 2017.

[443] F.-Y. Wang, "Cybernetics Origin of Intelligent Technology and its Military Motivation Review," in 2017 China Automation Industry Century March, Beijing, China, 2017.

[444] F.-Y. Wang, "Parallel Logistics: From New IT to New Logistics," in 2nd Global Logistics Technology Conference 2017, Chengdu, China, 2017.

[445] F.-Y. Wang, "Award Presentation," in NIC Open Source AI Technology Summit, Beijing, China, Mar. 27, 2017.

[446] F.-Y. Wang, "Speech," in Boao Forum and Huashang Leaders with Chinese Think Tank Roundtable Conference, Hainan, China, Mar. 26, 2017.

[447] F.-Y. Wang, "Retrospective and Prospects of Artificial Intelligence: From Aristotle to the Parallel Intelligence Industry," in Guoke Jiahe Fund First CEO Summit 2017, Beijing, China, Mar. 21, 2017.

[448] F.-Y. Wang, "Parallel Concept Lecture," in Symposium with Directors of the Standardization Research Center of the Chinese Art Technology Institute, Beijing, China, Feb. 25, 2017.

[449] F.-Y. Wang, "Retrospective and Prospects of Artificial Intelligence: From Aristotle to Parallel Intelligence," in Future Technology Institute's first class on cutting-edge technology trends, Beijing, China, Feb. 24, 2017.

[450] F.-Y. Wang, "Parallel Intelligent Education Systems in the New IT Era," in Sino-Finnish EduCloud Forum 2017, Beijing, China, Feb. 21, 2017.

[451] F.-Y. Wang, "The Origin and Prospects of Artificial Intelligence: From Aristotle to Parallel Intelligence," in Recognition meeting of the China Association of Old Scientists and Technologists, Beijing, China, Dec. 26, 2016.

[452] F.-Y. Wang, "The Origin and Prospects of Artificial Intelligence: From Aristotle to Parallel Intelligence," in Swarm Intelligence Club Annual Event- AI Academic Christmas Evening, Beijing, China, Dec. 24, 2016.

[453] F.-Y. Wang, "Why Industry 5.0 is Necessary: Trends, Directions, and Paths," in Academic Committee Meeting of Zoomlion National Key Laboratory, Changsha, China, Dec. 4, 2016.

[454] F.-Y. Wang, "Parallel Military and War 5.0: Trends, Directions, and Paths," in Whole Army High-Level Innovative Talent Training Class, Changsha, China, Dec. 3, 2016.

[455] F.-Y. Wang, "Towards Parallel Intelligence: From VS/AS/AC to VR/AR/AI," in Tencent MIG Office Innovation House Reading Club Mige Lecture Hall, Shenzhen, China, Dec. 2, 2016.

[456] F.-Y. Wang, "The Path Towards Parallel Intelligence," in International Seminar on Intelligent Parallel Elderly Care, Qingdao, China, Nov. 30, 2016.

[457] F.-Y. Wang, "Parallel Intelligence: From Software-Defined Systems to Guided Intelligent Technology," in Report of Aerospace Second Academy, Beijing, China, Nov. 27, 2016.

[458] F.-Y. Wang, "Parallel Intelligence: Knowledge Automation and Its Applications Based on ACP," in International Symposium on Disruptive Technologies in the Field of Biology and its Cross-Science Technology, Beijing, China, Nov. 24-25, 2016.

[459] F.-Y. Wang, "System 5.0: A Parallel Intelligent System Engineering Framework Based on ACP and CSP," in INCOSE Beijing Branch Conference, Beijing, China, Nov. 22, 2016.

[460] F.-Y. Wang, "A Brief History of Artificial Intelligence: Starting from the Hall of Fame," in Deep Learning Class, Beijing, China, Nov. 20, 2016.

[461] F.-Y. Wang, "Military 5.0: Parallel War in the Intelligent Era," in Seminar on Intelligent Warfare and New Military Capabilities, Beijing, China, Nov. 19, 2016.

[462] F.-Y. Wang, "How to Make Intelligent Decisions in the Intelligent Era: From Newton's Law to Morton's Law," in The 5th Phoenix Finance Summit (Investment and Future), Beijing, China, Nov. 19, 2016.

[463] F.-Y. Wang, "Parallel Intelligence: From VS/AS/AC to VR/AR/AI," in 2016 Global Virtual Reality Industry Summit, Shenzhen, China, Nov. 18, 2016.

[464] F.-Y. Wang, "Transportation 5.0 for Intelligent Networking: From Parallel Cars to Parallel Transportation," in The 11th China Intelligent Transportation Annual Conference--Forum on the Development of Intelligent Networked Vehicle Technology, Chongqing, China, Nov. 17, 2016.

[465] F.-Y. Wang, "Parallel Economy: From Invisible Hand to Hand of Intelligence," in Economic Theory Innovation Symposium, Beijing, China, Nov. 8, 2016.

[466] F.-Y. Wang, "Industry 5.0: Intelligent Manufacturing System in the Parallel Era," in 2016 4th National Modern Manufacturing Integration Technology Conference, Foshan, China, Nov. 7, 2016.

[467] F.-Y. Wang, "Parallel Intelligence and Parallel Intelligence Based on CPSS: From Newton's Big Law Small Data to Merton's Big Data Small Law," in The 3rd Huashan Intelligence Forum- Innovation in Theory and Practice of Chinese Intelligence Work under New Situations, Nanjing, China, Nov. 6, 2016.

[468] F.-Y. Wang, "ACP-Based Parallel Systems: Knowledge Automation and Smart Adaptability for Complex Adaptive Systems," in 2016 Complex Adaptive Systems Conferences, Los Angeles, USA, Nov. 3, 2016.

[469] F.-Y. Wang, "X 5.0: Intelligent Era and Parallel Intelligence," in International Engineering and Technology Development Strategy High-end Forum- Disruptive Technology in Information Field, Xi'an, China, Oct. 26, 2016.

[470] F.-Y. Wang, "Knowledge Robots and Parallel Intelligence: From VS/AS/AC to VR/AR/AI," in 2016 World Robot Conference "AI+ Pan-Entertainment" Cross-Border Integration Innovation Forum, Beijing, China, Oct. 23, 2016.

[471] F.-Y. Wang, "Intelligent Vehicles in China: From Future Challenge to Parallel Driving," in 2016 World Robot Conference, Beijing, China, Oct. 23, 2016.

[472] F.-Y. Wang, "Parallel Robots: Yesterday and Tomorrow," in 2016 World Robot Conference Intelligent Robot Development Forum, Beijing, China, Oct. 22, 2016.

[473] F.-Y. Wang, "The Path Towards Parallel Intelligence," in Future Artificial Intelligence High-end Dinner, Beijing, China, Oct. 22, 2016.

[474] F.-Y. Wang, "The Path Towards Parallel Intelligence," in First Conference on AI Technology and Applications and 60th Anniversary AI Award Ceremony, Beijing, China, Oct. 20, 2016.

[475] F.-Y. Wang, "AI Hall of Fame: In Memory and Celebration," in World Artificial Intelligence Conference, Beijing, China, Oct. 18, 2016.

[476] F.-Y. Wang, "Parallel Driving: The Necessary Path from the Current Situation to the Future of the Automobile Industry in the Era of Internet Intelligence," in 2016 Shanghai Pudong Vehicle Networking Summit and China Automotive Internet + Innovation Festival, Shanghai, China, Sep. 28, 2016.

[477] F.-Y. Wang, "Industry 5.0: Intelligent Manufacturing System in the Parallel Era," in 2016 National Intelligent Manufacturing Forum, Ningbo, China, Sep. 27, 2016.

[478] F.-Y. Wang, "Steps Toward Parallel Intelligence," in 30th Academic Report Meeting of Xi'an Jiaotong University's Institute of Artificial Intelligence and Robotics, Xi'an, China, Sep. 24, 2016.

[479] F.-Y. Wang, "Grids 5.0 and Social Energy: From Internet of Things to the Society of Minds," in North American Power Symposium 2016, Denver, USA, Sep. 19, 2016.

[480] F.-Y. Wang, "The Origin of Intelligence: Review and Prospect," in 20th Understand the Future Workshop, Shanghai, China, Sep. 10, 2016.

[481] F.-Y. Wang, "Military 5.0: Parallel Military System in the Intelligent Era," in Army Development Forum, Beijing, China, Aug. 30, 2016.

[482] F.-Y. Wang, "Parallel Intelligence: Towards Intelligent Information Services and Decision Support," in China Automation Society Network Information Service Committee Work Meeting and Network Information Service Academic Seminar, Shanghai, China, Aug. 26, 2016.

[483] F.-Y. Wang, "Commemorating Outstanding AI Thinker Marvin Minsky: From Internet of Things to the Society of Minds," in AI Society: Academic Ideas Exchange Salon for Marvin Minsky, the Father of AI, Beijing, China, Jul. 27, 2016.

[484] F.-Y. Wang, "Robots and Parallel Intelligence: Yesterday and Tomorrow," in 16th National Youth Robot Competition, Beijing, China, Jul. 23, 2016.

[485] F.-Y. Wang, "Transportation 5.0: Intelligent Transportation in the Parallel Era," in the 3rd Professional Construction Seminar (hosted by the National College Alliance of Transportation Equipment and Control Process), Xi'an, China, Jul. 16, 2016.

[486] F.-Y. Wang, "The Origin of Intelligence: Review and Prospect," in the 2nd Seminar of the Major Consultative Research Project Sub-topic "Autonomous Advanced Unmanned Systems" of the Chinese Academy of Engineering, Hangzhou, China, Jul. 15, 2016.

[487] F.-Y. Wang, "The Origin of Intelligence: Review and Prospect," in "Intelligent Computing and Control" Summer School for University Students, Beijing, China, Jul. 14, 2016.

[488] F.-Y. Wang, "Adaptive Dynamic Programming: Review and Prospect," in Inauguration of the "Adaptive Dynamic Programming and Reinforcement Learning" Professional Committee and the 1st Adaptive Dynamic Programming and Reinforcement Learning Seminar, Beijing, China, Jul. 9, 2016.

[489] F.-Y. Wang, "Parallel Robots and Intelligent Services: Towards Programmable Services," in 3rd SR SUMMIT 2016 International Service Robot Core Technology and Application Conference, Beijing, China, Jun. 15, 2016.

[490] F.-Y. Wang, "Parallel Robots and Intelligent Manufacturing: Towards Programmable Industries," in 2016 Cross-Strait Technology Expert Forum- Cross-Strait Intelligent Manufacturing (Quanzhou) Seminar, Quanzhou, China, Jun. 11, 2016.

[491] F.-Y. Wang, "The Origin of Intelligence: History and Future," in Mozi Salon, Shanghai, China, Jun. 5, 2016.

[492] F.-Y. Wang, "Parallel Intelligence and Intelligent Technology: Self X and the New IT Era," in Beijing Innovation Technology and Development Forum, Beijing, China, May 30, 2016.

[493] F.-Y. Wang, "The Origin of Artificial Intelligence: A Story of a Book and Two Academic Families," in 4th Beijing Listening Road Forum (theme "Talking Future, Discussing the Future"), Beijing, China, May 28, 2016.

[494] F.-Y. Wang, "Blockchain and Alphago-Like Technology-Driven Parallel Intelligence Industry," in 2016 China Big Data Industry Summit and China E-commerce Innovation and Development Summit, Guiyang, China, May 26, 2016.

[495] F.-Y. Wang, "X 5.0: The Basis of Intelligent Manufacturing in the Parallel Era," in Phoenix Contact Exchange, Hannover, Germany, Apr. 26, 2016.

[496] F.-Y. Wang, "The Philosophy of Intelligence: Regarding AlphaGo Thesis and Paradigm Shift in Thinking," in the Conference on Dialogue Between Artificial Intelligence and Philosophy, Beijing, China, Apr. 1, 2016.

[497] F.-Y. Wang, "The AlphaGo Thesis: Thoughts on the Complexity Problem of Knowledge Automation," in Fund Committee Shuangqing Forum, Beijing, China, Mar. 29, 2016.

[498] F.-Y. Wang, "The Essence and Significance of the Man-Machine Go War: From the Church-Turing Thesis to the AlphaGo Thesis," in 2016 China IT Leaders Summit, Shenzhen, China, Mar. 27, 2016.

[499] F.-Y. Wang, "The AlphaGo Thesis: The 'Go' Solution to Complexity Problems," in Tsinghua THU Era Forum: Development of Artificial Intelligence under the Context of Human-Machine Competition, Beijing, China, Mar. 24, 2016.

[500] F.-Y. Wang, "Intelligence 5.0: Parallel Intelligence in the Parallel Era," in Seminar on the Progress and Development of Artificial Intelligence, Beijing, China, Mar. 14, 2016.

[501] F.-Y. Wang, "Intelligent Technology and Intelligent Industry: What Does the New IT Era Mean," in "Innovation, Transformation, Opportunity" 2016 Pangu Think Tank Forum and 3rd Academic Committee Annual Meeting, Beijing, China, Mar. 6, 2016.

[502] F.-Y. Wang, "Cross-Border and Cross-World: Intelligent Industry and Smart Management in the Parallel Era," in 1st National Nonferrous Metal Industry Electrical and Automation Academic Conference, Suzhou, China, Jan. 23, 2016.

[503] F.-Y. Wang, "Cross-Border and Cross-World: Intelligent Industry and Smart Management in the Parallel Era," at China University of Petroleum School of Automation (Huangdao), Huangdao, China, Jan. 16, 2016.

[504] F.-Y. Wang, "Based on CPSS Process Industry Production Planning Knowledge Automation System and Application Verification," in National Natural Science Foundation of China "Process Industry Knowledge Dynamics System Design Methods and Application Verification" Key Project Cluster First Plenary Meeting, Shenyang, China, Dec. 19, 2015.

[505] F.-Y. Wang, "Key Issues and Solutions for Intelligent Manufacturing," in National Information Center Training Course, Beijing, China, Dec. 13, 2015.

[506] F.-Y. Wang, "Intelligence 5.0: From Social Informatics to Social Intelligence via Social Computing," in The 7th International Conference on Social Informatics (SocInfo 2015), Beijing, China, Dec. 10, 2015.

[507] F.-Y. Wang, "From Norbert Wiener to Karl Popper: A journey of parallel cybernetics in three worlds," in University of Science and Technology of China "Frontier Science Lecture" Series "Advanced Control Frontier Lecture", Beijing, China, Dec. 9, 2015.

[508] F.-Y. Wang, "Parallel Intelligence and Knowledge Automation: IoT for CPSS and Beyond," in The 2015 International Forum of IoT and Applications, Wuhan, China, Nov. 26, 2015.

[509] F.-Y. Wang, "Parallel Robots: From Industrial Automation to Knowledge Automation," in 2015 World Robot Conference "Robot Intelligent Perception and Advanced Control" Forum, Beijing, China, Nov. 24, 2015.

[510] F.-Y. Wang, "The Future of Intelligent Robots: From Industrial Automation to Knowledge Automation," in 2015 High-Tech Fair Academician Forum, Shenzhen, China, Nov. 16, 2015.

[511] F.-Y. Wang, "Intelligent Cars: From ADAS to Parallel Driving," in First China Intelligent Vehicle Conference and National Intelligent Vehicle Development Forum, Changshu, China, Nov. 14, 2015.

[512] F.-Y. Wang, "Cross-Border and Cross-World: Parallel Era and Intelligent Industry," in China Automation Society Youth Academic Annual Meeting, Shanghai, China, Nov. 7, 2015.

[513] F.-Y. Wang, "Basic Framework and Methods of Parallel Emergency Management System," in "China Emergency Management Society Emergency Think Tank Forum" First Phase, Beijing, China, Oct. 31, 2015.

[514] F.-Y. Wang, "Intelligent Vehicles: From ADAS to Parallel Driving," in International Symposium, "Global/Local Innovations for Next Generation Automobiles," Sendai, Japan, Oct. 27, 2015.

[515] F.-Y. Wang, "China's First Intelligent Vehicles Proving Center: An Overview," in Today and Future of Automotive and Transportation Technology, Tokyo, Japan, Oct. 26, 2015.

[516] F.-Y. Wang, "Intelligent Vehicles: From ADAS to Parallel Driving," in The 2nd China International Intelligent Vehicle Forum & The 5th Vehicle Information Service Industry Annual Conference, Chengdu, China, Oct. 24, 2015.

[517] F.-Y. Wang, "Parallel Robots: From Industrial Automation to Knowledge Automation," in 2015 Forum on Robot Technology and Development, Guiyang, China, Oct. 18, 2015.

[518] F.-Y. Wang, "Review and Prospect of Petri Net Research and Application," in The 15th National Conference on Petri Net Theory and Applications, Hefei, China, Oct. 17, 2015.

[519] F.-Y. Wang, "Cross-Border, Cross-World: Intelligent Industry and Smart Management in the Parallel Era," in Zhucheng City Intelligent Industry Special Workshop, Zhucheng, Shandong, China, Oct. 15, 2015.

[520] F.-Y. Wang, "Toward a Smart World of Parallel Societies," in 2015 International Workshop on Complex Systems and their Modeling, Control, Scheduling and Security Management, Macau, China, Oct. 13, 2015.

[521] F.-Y. Wang, "From Norbert Wiener to Karl Popper: A Journey of Parallel Cybernetics in Three Worlds," at University of Macau, Macau, China, Oct. 13, 2015.

[522] F.-Y. Wang, "From Norbert Wiener to Karl Popper: A Journey of Parallel Cybernetics in Three Worlds," in 2015 IEEE International Conference on Systems, Man, and Cybernetics (SMC2015), Hong Kong, China, Oct. 11, 2015.

[523] F.-Y. Wang, "Cross-Border, Cross-World Vision of Intelligent Industry in Parallel Era," in Graduate Student Orientation, Institute of Automation, Beijing, China, Sep. 2, 2015.

[524] F.-Y. Wang, "From Laser to Activation: Qian Xuesen's Intelligence Concept and Parallel Intelligence System," at a Navy Unit, Beijing, China, Sep. 2, 2015.

[525] F.-Y. Wang, "Review and Prospect of Intelligent Machines," in Social Robot Summit and Inaugural Meeting of the Cognitive Computing and Systems Committee of the Chinese Association of Automation, Chengdu, China, Aug. 30, 2015.

[526] F.-Y. Wang, "From Laser to Activation: Qian Xuesen's Intelligence Concept and Parallel Intelligence System," in The 21st National Information Retrieval Academic Conference, Luoyang, China, Aug. 24, 2015.

[527] F.-Y. Wang, "From Multiple Intelligent Agents to Knowledge Robots: Knowledge Automation in the Parallel Era," in The 2nd Seminar on Intelligent and Multi-Agent Systems, Taiyuan, China, Aug. 21, 2015.

[528] F.-Y. Wang, "Cross-Border, Cross-World: Intelligent Industry and Smart Management in the Parallel Era," in Tencent Business Management Department Sharing Session, Beijing, China, Aug. 14, 2015.

[529] F.-Y. Wang, "Toward a Smart World of Parallel Societies," in The 2015 Smart World Summit (SWS 2015), Beijing, China, Aug. 11, 2015.

[530] F.-Y. Wang, "Cross-Border, Cross-World: From Big Data to Parallel Intelligence Era," in Conference of the Annual Meeting of Automation Applications, Baotou, China, Aug. 7, 2015.

[531] F.-Y. Wang, "Computation and Parallel Technology," in Qingdao Huatong Group Special Workshop on Computation and Parallel Technology, Qingdao, China, Aug. 6, 2015.

[532] F.-Y. Wang, "Industry 5.0: Intelligent Manufacturing System in the Parallel Era," in Experts Symposium on "New Economy, New Growth: Power, Business Form, Model, Outlook," Qingdao, China, Jul. 25, 2015.

[533] F.-Y. Wang, "Report Changed to Participate in the Academician Dialogue (Parallel Manufacturing and Internet Industry)," at International Internet Summit, Beijing, China, Jul. 23, 2015.

[534] F.-Y. Wang, "Transportation 5.0 and Parallel Transportation," in the 1st IEEE ITSS Summer School on Frontiers in ITS: Transportation 5.0, Qingdao, China, Jul. 13, 2015.

[535] F.-Y. Wang, "Cross-Border, Cross-World: Vision of Intelligent Industry in the Parallel Era," in 2015 Intelligent Computing and Control Summer Camp for College Students, Institute of Automation, Chinese Academy of Sciences, Beijing, China, Jul. 12, 2015.

[536] F.-Y. Wang, "Industry 5.0: Intelligent Manufacturing System in the Parallel Era," in 2015 Forum on Collaborative Innovation and Development of Intelligent Manufacturing, Tongji University, Shanghai, China, Jul. 7, 2015.

[537] F.-Y. Wang, "Cross-Border, Cross-World: Embracing the Intelligent Industry and Smart Society in the Parallel Era," in the 694th Nanqiang Academic Lecture, Xiamen University, Xiamen, China, Jul. 6, 2015.

[538] F.-Y. Wang, "Industry 5.0: From Software-Defined Factory to Programmable Industry," at Huatong Group, Qingdao, China, Jul. 5, 2015.

[539] F.-Y. Wang, "Cross-Border, Cross-World: Embracing the Intelligent Industry and Smart Society in the Parallel Era," in Automation Association Enterprise Row, Ningbo Institute of Engineering, Ningbo, China, Jul. 3, 2015.

[540] F.-Y. Wang, "Cross-Border, Cross-World: Embracing the Intelligent Industry and Smart Society in the Parallel Era," at 2015 Tencent Think Tank Summer, Beijing, China, Jun. 24, 2015.

[541] F.-Y. Wang, "Where is the Internet+ Going: Intelligent Industry in the Parallel Era," at China's "Internet+" Promoting Industrial Transformation and Upgrading Development Summit, Qingdao, China, Jun. 19, 2015.

[542] F.-Y. Wang, "Control 5.0: Intelligent Control in the Parallel Era," Inaugural Meeting and 4th Data-Driven Control and Learning Systems (DDCLS) Conference of the Data-Driven Control, Learning and Optimization Committee of the National Automation Society, Beijing, China, Jun. 13, 2015.

[543] F.-Y. Wang, "Cross-Border, Cross-World: Blueprint of Intelligent Industry in the Parallel Era," Founding Conference of the Distributed Energy Committee of the Chinese Association of Automation, Beijing, China, Jun. 13, 2015.

[544] F.-Y. Wang, "Intelligent Manufacturing System in the Parallel Era," at Sanshui District, Foshan "Intelligent Manufacturing System in the Parallel Era" Study Meeting, Foshan, China, Jun. 10, 2015.

[545] F.-Y. Wang, "Car 5.0: Intelligent Car in the Parallel Era," 2015 China (Shanghai) International Intelligent Manufacturing Conference (Car Subforum), Shanghai, China, Jun. 4, 2015.

[546] F.-Y. Wang, "Cross-Border, Cross-World: Embracing the Intelligent Industry in the Parallel Era," Department of Automation, Shanghai Jiaotong University, Shanghai, China, Jun. 4, 2015.

[547] F.-Y. Wang, "Intelligent Manufacturing System in the Parallel Era," 2015 China (Shanghai) International Intelligent Manufacturing Conference, Shanghai, China, Jun. 3, 2015.

[548] F.-Y. Wang, "Qingdao Intelligent Industry Technology Research Institute Promotional PPT," at Lanbei Maker Summer Camp, Qingdao, China, May 26, 2015.

[549] F.-Y. Wang, "Parallel Era and Intelligent Industry," 30th Anniversary Celebration and Information and Control Discipline Development Forum of the Shandong Automation Society, Weihai, China, May 20, 2015.

[550] F.-Y. Wang, "Cross-Border, Cross-World: Blueprint of Intelligent Industry in the Parallel Era," Song Gui Academic Salon of the Key Laboratory of Complex Systems Management and Control, Intelligent Building Academic Report Hall, May 13, 2015.

[551] F.-Y. Wang, "Cross-Border, Cross-World: Blueprint of Intelligent Industry in the Parallel Era," at Shandong University of Science and Technology, Qingdao, China, May 5, 2015.

[552] F.-Y. Wang, "Cross-Border, Cross-World: Blueprint of Intelligent Industry in the Parallel Era," at GMIC Beijing 2015 Global Mobile Internet Conference | Mobile Marketing Summit (MMS), Beijing National Convention Center, Beijing, China, Apr. 28, 2015.

[553] F.-Y. Wang, "Industry 5.0: Manufacturing System in the Era of Parallel Intelligence," Management School of Chinese Academy of Sciences Training Workshop, Yanxi Lake, Huairou, China, Apr. 25, 2015.

[554] F.-Y. Wang, "Command and Control 5.0: Chinese C2 Theory- Intelligent Command and Control in the Parallel Era," Launch of the Journal of Command and Control and the First Intelligent Command and Control Forum, Beijing, China, Apr. 24, 2015.

[555] F.-Y. Wang, "Review and Prospect of Intelligent Machines," 10th Anniversary Celebration of ABB Research Institute in China, Beijing, China, Apr. 23, 2015.

[556] F.-Y. Wang, "Artificial Intelligence Closed-Door Cultivation," Future Forum "Closed-Door Cultivation" Conference, Beijing, China, Apr. 18, 2015.

[557] F.-Y. Wang, "Visualization and Knowledge Automation: Enterprise 5.0 and Parallel Evolution," 8th IEEE Pacific Visualization Symposium (PacificVis 2015), Hangzhou, China, Apr. 16, 2015.

[558] F.-Y. Wang, "Industries 5.0 Based on ACP and CPSS: Smart Manufacturing in the Parallel Era," 2015 Intelligent Industry and Automation Conference, Shenzhen, China, Apr. 15, 2015.

[559] F.-Y. Wang, "Knowledge Robots and Industry 5.0: Welcoming the Era of Intelligent Machines," 2015 National Robot Development Forum, International Conference Center, Apr. 13, 2015.

[560] F.-Y. Wang, "Parallel Intelligence and Parallel Era," 57th Academic Seminar of Professor Zhang Bo, Tsinghua University, Beijing, China, Apr. 11, 2015.

[561] F.-Y. Wang, "Industry  5.0: Parallel Intelligent System in the Parallel Era," Huadian Group's Industrial 4.0 and Smart Power Generation Technology Seminar, Nanjing, China, Apr. 9, 2015.

[562] F.-Y. Wang, "Industry 5.0: Intelligent Manufacturing System in the Parallel Era," University of Science and Technology of China's "Science Frontier Workshop " series "Advanced Control Frontier Workshop," Huairou Campus, Beijing, China, Apr. 8, 2015.

[563] F.-Y. Wang, "Intelligent Manufacturing System in the Parallel Era," Everbright Securities Industrial 4.0 Themed Conference "Interconnection Leading, China's Manufacturing Upgrade Again," Shenzhen, China, Mar. 25, 2015.

[564] F.-Y. Wang, "X5.0: Parallel Intelligent System in the Parallel Era," New Intelligent Era Forum, Beijing, China, Mar. 22, 2015.

[565] F.-Y. Wang, "Industry 5.0: Intelligent Manufacturing System in the Parallel Era," National Intelligent Manufacturing New Year Forum, Beijing, China, Jan. 29, 2015.

[566] F.-Y. Wang, "From Industry 4.0 to Industry 5.0, China's Manufacturing in the Parallel Era," Transformation and Upgrade, Foshan Intelligent Manufacturing, Foshan, China, Jan. 28, 2015.

[567] F.-Y. Wang, "Big Data and Intelligent Information: Intelligence 5.0 and Parallel Intelligence System," "Big Data and Knowledge Customization" Forum, Beijing, China, Dec. 13, 2014.

[568] F.-Y. Wang, "Complexity Research and Intelligent Industry: Parallel Enterprises and Industry 5.0," CES Control Engineer Summit, Shanghai, China, Nov. 3, 2014.

[569] F.-Y. Wang, "Parallel Command and Control for Big Data and Knowledge Automation: Agile, Focused, Converging," 11th Military Maritime Strategy and Development Forum, Nanjing, China, Oct. 31, 2014.

[570] F.-Y. Wang, "Social Computing and Computational Societies: An ACP Based Approach for Smart and Parallel Economic Systems," in 2014 International Conference on Behavioral, Economic and Socio-Cultural Computing (BESC'2014), Shanghai, China, Oct. 30, 2014.

[571] F.-Y. Wang, "Complex Parallel Computing Analysis Based on ACP: From UDC to AFC," 1st Alibaba Frontiers of Complex Science Forum, Hangzhou, China, Oct. 16, 2014.

[572] F.-Y. Wang, "Software-Defined Enterprise Intelligent Management and Control--Parallel System Method Based on ACP," "Exploration•Future of Manufacturing" Siemens Industrial Forum, Beijing, China, Jul. 10, 2014.

[573] F.-Y. Wang, "Linguistic Dynamic Systems for Computational Societies: A Clouds-Based Neuro-Fuzzy Approach," in The IEEE World Congress on Computational Intelligence (IEEE WCCI), Beijing, China, Jul. 8, 2014.

[574] F.-Y. Wang, "Social Transportation and ITS Knowledge Automation: A Personal Perspective," 14th COTA International Conference of Transportation Professionals (CICTP 2014), Changsha, China, Jul. 6, 2014.

[575] F.-Y. Wang, "Smart Management for Complex Socio-Economic Problems: An Mobile Agent-Based CPSS Approach," 19th Workshop on Economic Science with Heterogeneous Interacting Agents (WEHIA2014), Tianjin, China, Jun. 18, 2014.

[576] F.-Y. Wang, "Social Signals and Innovative Social Management: From Social Computing to Computational Society," Sino-US Engineering and Technology Seminar, Fuzhou, China, May 28, 2014.

[577] F.-Y. Wang, "Knowledge Automation, Intelligent Factory and Its Smart Management," Intelligent Factory Construction Seminar, Shanghai, China, May 22, 2014.

[578] F.-Y. Wang, "Outlook on Knowledge Automation," 10th National University Automation Department Heads (Deans) Forum, Lanzhou, China, May 18, 2014.

[579] F.-Y. Wang, "Intelligent Vehicles Research: The Future or Coming Challenge?" 2014 IEEE Information Science and Technology Conference Forum: Intelligent Electric Vehicles and Power Packaging Technology, Shenzhen, China, Apr. 29, 2014.

[580] F.-Y. Wang, "Social Signals and Social Automation: From Social Computing to Computational Society," CCF YOCSEF Social Science Computational Thinking Report Meeting, Beijing, China, Apr. 25, 2014.

[581] F.-Y. Wang, "Knowledge Automation and the Future of Automation," 2014 China Automation Industry Annual Meeting, Beijing, China, Apr. 17, 2014.

[582] F.-Y. Wang, "Control Development for Human-Machine-Thing Integration CPSS: Challenges and Opportunities of Knowledge Automation," 2013 China Automation Conference and Automation Field Collaborative Innovation Conference, Changsha, China, Nov. 8, 2013.

[583] F.-Y. Wang, "Computational Social Dynamic System and Linguistic Dynamics Method," 13th China Rough Set and Soft Computing Conference, 7th China Web Intelligence Symposium and 7th China Granular Computing Symposium (CRSSC-CWI-CGrC 2013), Zhangzhou, China, Oct. 20, 2013.

[584] F.-Y. Wang, "Computational Experiment and Parallel Command and Control System for Cross-Regional Operations," China Ocean Development and Command Control Forum, Yantai, China, Oct. 19, 2013.

[585] F.-Y. Wang, "Computational Analysis Framework for Social Signal Processing Based on ACP Method," System Science and Social Management Forum, Beijing, China, Sep. 17, 2013.

[586] F.-Y. Wang, "Parallel Control and Management for Smart Cities: An ACP Approach," International Workshop on Smart City: Control and Automation Perspectives, Hangzhou, China, Aug. 28, 2013.

[587] F.-Y. Wang, "Command and Control for CPSS: Theories, Methods and Applications of Parallel Military System," 1st China Command Control Conference, Beijing, China, Aug. 5, 2013.

[588] F.-Y. Wang, "From Social Computing to Computational Societies: ACP-Based Parallel Systems and Applications," in 2013 The 12th International Conference on Artificial Intelligence and Soft Computing, Poland, Jun. 10, 2013.

[589] F.-Y. Wang, "Data-Driven Computational Management Method," "Major Fundamental Issues of Big Data and Management Science" Academic Seminar, Beijing, China, May 28, 2013.

[590] F.-Y. Wang, "Computational Thinking and Automation Quality Education," 9th National University Automation Department Director (Dean) Forum, Chongqing, China, May 18, 2013.

[591] F.-Y. Wang, "Collection, Processing, and Analysis of Social Information: About Framework and Methods," Chinese Academy of Sciences Department "Science and Technology Frontier Forum"- Challenges in Signal and Information Processing, Beijing, China, Apr. 17, 2013.

[592] F.-Y. Wang, "Inference and Learning for Big Data: Computational Dialectic Logic and Its Analytic Framework," 89th Shuangqing Forum on "Challenging Scientific Issues in Big Data Technology and Applications," Shanghai, China, Mar. 6, 2013.

[593] F.-Y. Wang, "Data-Driven Parallel Economic Decision System: From Merton's Law to Computational Experiments," High-level Forum on Computer and Economic Development in the Context of Big Data, Beijing, China, Jan. 19, 2013.

[594] F.-Y. Wang, "Study and Application of Web Group Movement Organization," Academic Seminar on Social Harmony Status Monitoring and Early Warning Research System, Beijing, China, Dec. 21, 2012.

[595] F.-Y. Wang, "Discussion on the Activation Function of ACP Method and Intelligence," Qian Xuesen Intelligence Research Academic Thought Discussion, Beijing, China, Dec. 20, 2012.

[596] F.-Y. Wang, "Parallel Management and Control," Train Operation Control Technology Special Report Meeting, Beijing, China, Dec. 20, 2012.

[597] F.-Y. Wang, "On-Site Inspection Report of the US 3D Industry," 3D Printing Technology Development Seminar, Beijing, China, Dec. 17, 2012.

[598] F.-Y. Wang, "Open-Source Information and Intelligence Theory Oriented to Big Data," Seminar on Frontier Issues of Social Economic Security and Internet Information Dissemination, Beijing, China, Dec. 4, 2012.

[599] F.-Y. Wang, "The Revolution of Search: From Social Computing to Social Manufacturing," National Information Retrieval Annual Conference, Nanchang, Jiangxi, China, Nov. 29, 2012.

[600] F.-Y. Wang, "From Social Computing to Social Manufacturing: A New Frontier in Cyber-Physical-Social Space," 2nd International Conference on Social Computing and its Applications, Xiangtan, Hunan, China, Nov. 23, 2012.

[601] F.-Y. Wang, "Open-Source Information and Intelligence Analysis for Big Data," Seminar on Intelligence Analysis Research Work in the Context of Big Data, Mohe, Heilongjiang, China, Aug. 24, 2012.

[602] F.-Y. Wang, "Automation and Intelligent Industry- From Social Computing to Social Manufacturing," 17th National Automation Application Technology Academic Exchange Conference, Jilin City, China, Aug. 10, 2012.

[603] F.-Y. Wang, "Computational Experiments and Parallel Systems: About the Real-Time and Normalized Unified Approach to Cross-Domain Training and Evaluation," 6th Academic Seminar on Weapons Equipment System Research, Yinchuan, Ningxia, China, Jul. 1, 2012.

[604] F.-Y. Wang, "ACP-Based Parallel Control and Management for Complex Systems: Theory and Application," 2012 International Conference on System Science and Engineering, Dalian, Liaoning, China, Jun. 30, 2012.

[605] F.-Y. Wang, "The Emergence of Intelligent Enterprises: From Cyber-Physical Systems to Cyber-Physical-Social Systems," 25th International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems, Dalian, Liaoning, China, Jun. 12, 2012.

[606] F.-Y. Wang, "Social Computing Revisited: From Social Informatics to Social Intelligence," 8th International Conference on Natural Computation and the 9th International Conference on Fuzzy Systems and Knowledge Discovery, Chongqing, China, May 31, 2012.

[607] F.-Y. Wang, "Computational Thinking, Computational Culture, Computational Society: A Discussion on the Foundation of Social Computing," Launch and Seminar of the Social Computing Project of the Major Fundamental Research Program of Renmin University of China, Beijing, China, Dec. 1, 2011.

[608] F.-Y. Wang, "Computational Thinking and Computational Culture: Some Reflections on Computational Literacy Education," 7th Hangzhou Student Computer Course Report Forum, Hangzhou, China, Nov. 6, 2011.

[609] F.-Y. Wang, "The Key to the New Generation of Intelligent Transportation: Internet of Things, Traffic Cloud, Parallel System," 12th Multinational City Traffic Academic Conference, Beijing, China, Oct. 20, 2011.

[610] F.-Y. Wang, "Basic Methods and Applications of Parallel Control," Seminar on Development Strategy of Control Discipline, Beijing, China, Sep. 24, 2011.

[611] F.-Y. Wang, "Theory and Application of Parallel Management," 3rd IEEE GSIS International Conference, Nanjing, China, Sep. 18, 2011.

[612] F.-Y. Wang, "Language Dynamics System on the Web Space: From Social Computing to Inter-Net Robots," 11th National Computational Linguistics Academic Conference (CNCCL-2011), Luoyang, China, Aug. 19, 2011.

[613] F.-Y. Wang, "Key Theories and Technologies of Smart Grid Based on ACP Method," 62nd Shuangqing Forum Academic Seminar on the Fundamental Theories and Key Technologies of the Future Smart Grid sponsored by the National Natural Science Foundation, Changsha, China, May 27, 2011.

[614] F.-Y. Wang, "Agent-Based Control for Networked Traffic Systems: From Control Algorithms to Control Agents," Workshop of the International Conference on Robotics and Automation, Shanghai, China, May 13, 2011.

[615] F.-Y. Wang, "Actionable Social Media Intelligence: A Case Study in Influence Maximization," Web Science conference, Shenzhen, China, May 4, 2011.

[616] F.-Y. Wang, "Interconnected Society and Intelligent Industry," Intelligent Industry Theme Salon, Shenzhen, China, Oct. 26, 2010.

[617] F.-Y. Wang, "Social Computing and Intelligent Industry," Seminar on Social Computing and Humanities & Social Sciences, Beijing, China, Oct. 19, 2010.

[618] F.-Y. Wang, "On the Modeling, Analysis, Control, and Management of Complex Systems from Social Computing to Parallel Control and Management Systems," Seminar on Development Strategy of System Science and Systems Engineering, Wuhan, China, Oct. 16, 2010.

[619] F.-Y. Wang, "Parallel Control and Management for Intelligent Transportation Systems: Concepts, Architectures, Applications," 2010 13th International IEEE Conference on Intelligent Transportation Systems, Portugal, Sep. 20, 2010.

[620] F.-Y. Wang, "Future Society and Future Technology," at Beijing Language and Culture University, Beijing, China, Sep. 2, 2010.

[621] F.-Y. Wang, "Cloud Computing Incorporating ACP Method - 'Intelligent Cloud'," Seminar on the Development Trends of Cloud Computing Services in China, Beijing, China, Sep. 1, 2010.

[622] F.-Y. Wang, "On Cyber-Enabled Social Movement Organizations," 4th Chinese Semantic Web Symposium (CSWS2010), Beijing, China, Aug. 21, 2010.

[623] F.-Y. Wang, "Parallel Control and Management for Networked Complex Systems: Production, Logistics, and Transportations," 2010 IEEE International Conference on Automation and Logistics, Hong Kong, China, Aug. 18, 2010.

[624] F.-Y. Wang, "Linguistic Dynamic Systems for Perception-Based Information: A Computational Intelligence Approach," 2010 Conference on Granular Computing, United States, Aug. 16, 2010.

[625] F.-Y. Wang, "Intelligent Computing and Intelligent Industry," "Data Mining and Intelligent Computing" Forum, Hefei, China, Aug. 9, 2010.

[626] F.-Y. Wang, "Parallel Control and Management System for Urban Rail Transit," Forum on Integrated Application and IT Technological Innovation of China Urban Rail Transit System, Shanghai, China, Aug. 4, 2010.

[627] F.-Y. Wang, "Parallel Control and Management of Integrated Urban Intelligent Transportation System," 6th China Urban Intelligent Transportation Forum, Shenzhen, China, Jul. 22, 2010.

[628] F.-Y. Wang, "Future Society and Future Technology: From Social Computing to Parallel Systems," at Shanghai Tongji University, Shanghai, China, Jul. 21, 2010.

[629] F.-Y. Wang, "The Current Situation and Development Trend of Automation: From Intelligent Control to Parallel Control," 9th (2010) Technical Annual Meeting of Automation in China Petroleum and Petrochemical Industry, Shenzhen, China, Jul. 14, 2010.

[630] F.-Y. Wang, "Basic Theories and Applications of Social Computing: Problems, Significance, and Current Situation," Information School of the Chinese Academy of Sciences, Beijing, China, Jun. 14, 2010.

[631] F.-Y. Wang, "ACP-Based Social Computing and Parallel Management," 374th Academic Discussion Meeting on "Complexity and Social Design Engineering" at Xiangshan Scientific Conference, Beijing, China, May 18, 2010.

[632] F.-Y. Wang, "ACP Based Control & Management for Complex Networked Systems," 4th International Conference on New Trends in Information Science and Service Science, Korea, May 11, 2010.

[633] F.-Y. Wang, "Parallel Management and Control Method of Intelligent Transportation System," 2nd 2010 Municipal Comprehensive Transportation Construction Summit Forum, Shanghai, China, Apr. 22, 2010.

[634] F.-Y. Wang, "Human Flesh Search: A Case Study in Social Computing," 2010 Workshop on Social Computing and Cultural Modeling, Phuket, Thailand, Mar. 3, 2010.

[635] F.-Y. Wang, "Toward Scientific Games: An ACP-Based Approach," GAMEON ASIA 2010, Shanghai, China, Mar. 3, 2010.

[636] F.-Y. Wang, "Parallel Traffic Control for Intelligent Transportation Spaces from Vehicles to Traffic and Beyond," 2nd IEEE International Conference on Wireless Access in Vehicular Environments, Shanghai, China, Dec. 21, 2009.

[637] F.-Y. Wang, "The Future World and Complex Systems," Strategic Development Foundation, National Convention Center, Beijing, China, Nov. 20, 2009.

[638] F.-Y. Wang, "Social Computing in Cyber-Social-Physical Spaces and Systems," 1st ACM Workshop on Cyberspace and Social Computing, Hangzhou, China, Nov. 9, 2009.

[639] F.-Y. Wang, "Cyber-Social-Physical Spaces and Systems," Information Space and Social Computing Seminar, Hangzhou, China, Nov. 9, 2009.

[640] F.-Y. Wang, "The Basic Framework and Methods of Parallel Emergency Management Systems," Emergency Management Forum for Sudden Events, Chengdu, China, Oct. 19, 2009.

[641] F.-Y. Wang, "Parallel Control: Control 2.0 Mechanism Based on Agent and Data Decision," University of Science and Technology of China, Hefei, China, Sep. 14, 2009.

[642] F.-Y. Wang, "Parallel Traffic Control for Intelligent Transportation Systems," 12th IFAC Symposium on Control in Transportation Systems, United States, Sep. 2, 2009.

[643] F.-Y. Wang, "Social Computing Applications and Trends," 2009 IEEE International Conference on Social Computing, Canada, Aug. 29, 2009.

[644] F.-Y. Wang, "Parallel Management for Operations of Complex Systems Data-Driven Decision Analysis and Support for Management 2.0 in a X2.0 Era," 2009 IEEE Conference on Service Operations and Logistics, and Informatics, United States, Jul. 22, 2009.

[645] F.-Y. Wang, "Parallel Control: Data-Based Control 2.0 Decision Mechanism," Graduate School of the Chinese Academy of Sciences, Information School, Beijing, China, Jun. 12, 2009.

[646] F.-Y. Wang, "Parallel Control and Management for Complex Systems," 6th International Symposium on Neural Networks, Wuhan, China, May 26, 2009.

[647] F.-Y. Wang, "Parallel Transportation Management System (PtMS)," 2nd National Academic Seminar on Intelligent Transportation and Artificial Intelligence, Wuhan, China, Dec. 20, 2008.

[648] F.-Y. Wang, "Social Computing: Methods and Application," International Symposium on Parallel Architectures, Algorithms and Programming (PAAP'08), Hefei, China, Sep. 16, 2008.

[649] F.-Y. Wang, "Parallel Control Systems, the Era of Control 2.0," Graduate School of the Chinese Academy of Sciences, Information School, Beijing, China, Jul. 14, 2008.

[650] F.-Y. Wang, "Comparison and Understanding of Graduate Education in China and the US," Beijing Institute of Technology, Beijing, China, May 29, 2008.

[651] F.-Y. Wang, "Social Computing and Parallel Management," Inspection of President Lu Yongxiang, Beijing, China, Apr. 10, 2008.

[652] F.-Y. Wang, "Agent-Based Control and Management for Networked Systems: Toward a Paradigm Shift in a Connected World," Academic Seminar on Analysis and Synthesis of Network Control Systems, Nanjing, China, Dec. 14, 2007.

[653] F.-Y. Wang, "Modeling, Analysis, Control and Management of Complex Systems- Parallel Traffic Control and Management System," 2007 China Traffic High-Level Forum, Beijing, China, Oct. 27, 2007.

[654] F.-Y. Wang, "Fundamental Theory and Application of Social Computing," 2007 Pacific and Asian Workshop on Intelligence and Security Informatics, Chengdu, China, Apr. 12, 2007.

[655] F.-Y. Wang, "Reunderstanding and Theoretical Framework of Social Computing: Artificial Society, Computational Experiment, Parallel Execution," Computing Workshop, Beijing, China, Dec. 7, 2006.

[656] F.-Y. Wang, "Discussion on System Modeling, Analysis and Implementation in Emergency Management of Sudden Public Events," Shuangqing Forum, Beijing, China, Dec. 4, 2006.

[657] F.-Y. Wang, "Social Computing and the Construction of the Digital Society," South-South Cooperation IT Conference, Lianyungang, China, Sep. 7, 2006.

[658] F.-Y. Wang, "Social Computing," 21st Youth Academic Annual Meeting of the Chinese Automation Society, Yantai, Shandong, China, Aug. 4, 2006.

[659] F.-Y. Wang, "Network Control and Social Computing," Workshop at the Graduate School of the Chinese Academy of Sciences, Beijing, China, Jun. 19, 2006.

[660] F.-Y. Wang, "Intelligence, Psychology, and War Simulation: From Decision Analysis to Decision Extrapolation," Workshop at National Defense University, Beijing, China, Jun. 15, 2006.

[661] F.-Y. Wang, "Social Computing," Social Computing Symposium, Beijing, China, Jun. 8, 2006.

[662] F.-Y. Wang, "Agent-Based Control for Networked Systems: A Paradigm Shift in a Connected World," IEEE International Conference on Networking, Sensing and Control, United States, Apr. 23, 2006.

[663] F.-Y. Wang, "Application Specific Operating Systems for Real-Time Embedded Systems," International Conference on Industrial Automation, Instruments, and Sensing Technology, a Joint Conference with the Annual Conference of Chinese Association of Automation, Shanghai, China, May 2005.

[664] F.-Y. Wang, "Linguistic Dynamic Systems for Human-Machine Interface," 2005 ASME/IDETC, Long Beach, CA, 2005.

[665] F.-Y. Wang, "Artificial Societies, Computational Experiments, and Parallel Systems for Complex Systems," The Annual Conference of Chinese Association of Science and Technology, Los Angeles, CA, Feb. 2005.

[666] F.-Y. Wang, "Research Trend and Development in Complex Systems," The Biannual Conference of Chinese Society of Professors and Scientists, Chicago, IL, Apr. 2005.

[667] F.-Y. Wang, "Social Computing: A Digital and Dynamic Integration of Science, Technology, and Social Studies," The 20th National Conference on Science and Technology, Nanyang, Henan, China, Aug. 2005.

[668] F.-Y. Wang, "Computational Experiments for Analysis of Complex Systems," The 5th XiangShan Conference on System of Systems for National Security Applications, Beijing, Oct. 2005.

[669] F.-Y. Wang, "Driving into Future with Intelligent Transportation Systems," 2005 IEEE International Conference on ITS, Vienna, Austria, Oct. 2005.

[670] F.-Y. Wang, "Intelligence and Security Informatics for Networked Societies," National Conference on Information and Automation Technology, Beijing, China, Oct. 2005.

[671] F.-Y. Wang, "Agent-based Control for Intelligent Vehicles," IEEE Int’l Conference on Vehicular Electronics and Safety, Xi'an, Shanxi, China, Oct. 2005.

[672] F.-Y. Wang, "Linguistic Dynamic Systems and Computing with Words for Complex Systems," The Forum on Information Technology of Chinese Academy of Sciences, Beijing, China, Jun. 1, 2004.

[673] F.-Y. Wang, "Intelligent Control and Management for Network-Enabled Devices in a Connected World," The Joint Meeting of Chinese Academy of Sciences and Chinese Academy of Engineering, Shenzhen, China, Dec. 21, 2003.

[674] F.-Y. Wang, "Progress Report: The Key Laboratory for Complex Systems and Intelligence Science," The Evaluation Meeting of National Key Laboratories, The Ministry of Science and Technology of China, Nanjing, China, Jul. 3, 2003.

[675] F.-Y. Wang, "Smart Tires for Smart Cars: Key Technology and Recent Development," The National Conference on Rubber and Tire Technology, Hangzhou, China, Nov. 12, 2002.

[676] F.-Y. Wang, "Telematics and Location-based Services–The State of the Art and Future," International Symposium on Navigation Technology and Intelligent Transportation Systems, Nanjing, China, Oct. 28, 2002.

[677] F.-Y. Wang, "OSGi and Services Software: Programming for Connected Lifestyle in a Connected World," The International Conference of Youth Computer Scientists and Engineers, Hangzhou, China, July, 2002.

[678] F.-Y. Wang, "OSGi and Agent Technology for Intelligent Networked Appliances," The Annual Conference on Science and Technology of Consumer Appliances, Hangzhou, China, Nov. 27, 2001.

[679] F.-Y. Wang, "Smart Appliances in Smart Houses: Networked Homes and Beyond," The Annual Conference on Science and Technology of Consumer Appliances, Shanghai, China, Sep. 2, 2000.

[680] F.-Y. Wang, "Linguistic Dynamic Systems: Computing with Words for Dynamic Data Mining," IBM Thomas J. Watson Research Center, May 2000.

[681] F.-Y. Wang, "Intelligent Control for Network Systems: A Neuro-Fuzzy Network Approach," The Sino-US Joint Symposium for Engineering Research, Beijing, China, Oct. 1999.

[682] F.-Y. Wang, "Modeling, Analysis and Synthesis of Linguistic Dynamic Systems: A Computational Theory," IEEE International Workshop on Architecture for Semiotic Modeling and Situation Control in Large Complex Systems, Monterey, CA, Aug. 1994.

Editorials and Letters

Editorials

[1] F.-Y. Wang, "Social Radars for Social Vision of Intelligent Vehicles from Skyways in Low Altitude Airspaces," IEEE Transactions on Intelligent Vehicles, vol. 9, no. 1, pp. 5-38, 2024.

[2] R. Qin, F.-Y. Wang, X. Zheng, Q. Ni, J. Li, X. Xue, B. Hu, "Sora for Computational Social Systems: From Counterfactual Experiments to Artificiofactual Experiments with Parallel Intelligence," IEEE Transactions on Computational Social Systems, vol. 11, no. 2, pp. 1531-1550, 2024.

[3] C. Jiang, F.-Y. Wang, M. Zhou, A.-K. Nandi, G. Liu, "Big Data and Computational Social Intelligence for Guaranteed Financial Security," IEEE Transactions on Computational Social Systems, vol. 11, no. 2, pp. 1551-1555, 2024.

[4] F.-Y. Wang, "Infrastructural Vehicles: The TAO from Infrastructural Intelligence to Foundational Mobility and Services," IEEE Transactions on Intelligent Vehicles, vol. 8, no. 12, pp. 4667-4670, 2023.

[5] F.-Y. Wang and H. Huang, "Civilian Autonomous Carriers for Peaceful Services: Intelligent Vehicle Carries Enabled Future Transportation and Logistics," IEEE Transactions on Intelligent Vehicles, vol. 8, no. 11, pp. 4463-4467, 2023.

[6] F.-Y. Wang and C. Lv, "Foundation Vehicles: From Foundation Intelligence to Foundation Transportation for Future Mobility," IEEE Transactions on Intelligent Vehicles, vol. 8, no. 10, pp. 4287-4291, 2023.

[7] F.-Y. Wang, "Pascal's New Wager: AI Is Not Explainable, But Governable," IEEE Transactions on Intelligent Vehicles, vol. 8, no. 9, pp. 4147-4150, 2023.

[8] F.-Y. Wang and B. Chen, "Crowdsensing Intelligence: Advancing Trustworthy, Intelligent, Interactive, and Cooperative Sensing and Computing for Transportation 5.0," IEEE Transactions on Intelligent Vehicles, vol. 8, no. 8, pp. 3963-3967, 2023.

[9] F.-Y. Wang, “Drive Like a Machine: Remembering the Origin and Goal of Autonomous Driving and Intelligent Vehicles,” IEEE Transactions on Intelligent Vehicles, vol. 8, no. 7, pp. 3763–3766, 2023.

[10] F.-Y. Wang, “Vehicle 5.0: From Driverless Vehicles for ITS in CPS to MetaDriving for Smart Mobility in CPSS,” IEEE Transactions on Intelligent Vehicles, vol. 8, no. 6, pp. 3523–3526, Jun. 2023.

[11] X. Li and F.-Y. Wang, “Scenarios Engineering: Enabling Trustworthy and Effective AI for Autonomous Vehicles,” IEEE Transactions on Intelligent Vehicles, vol. 8, no. 5, pp. 3205–3210, May 2023.

[12] F.-Y. Wang, "The Story of IEEE ICVES: The Dark Days Before China’s Boom in New Energy Vehicles," IEEE Intelligent Transportation Systems Magazine, vol. 15, no. 5, pp. 137-139, 2023.

[13] Z. Wang, C. Lv and F.-Y. Wang, “A New Era of Intelligent Vehicles and Intelligent Transportation Systems: Digital Twins and Parallel Intelligence,” IEEE Transactions on Intelligent Vehicles, vol. 8, no. 4, pp. 2619–2627, Apr. 2023.

[14] F.-Y. Wang, “Linguistic Intelligence for Intelligent Vehicles: ChatGPT and Future Logistics and Mobility,” IEEE Transactions on Intelligent Vehicles, vol. 8, no. 3, pp. 2011–2019, Mar. 2023.

[15] F.-Y. Wang, J. Hu, and J. Lai, “Testing Intelligence: Accelerating the Verification and Validation of Intelligent Vehicles,” IEEE Transactions on Intelligent Vehicles, vol. 8, no. 2, pp. 1003–1016, 2023.

[16] F.-Y. Wang, “A New Phase of IEEE Transactions on Intelligent Vehicles: Being Smart, Becoming Active, and Believing Intelligent Vehicles,” IEEE Transactions on Intelligent Vehicles, vol. 8, no. 1, pp. 3–15, Jan. 2023.

[17] Y. Tang, J. Wang, H. Yu, G. Fortino, F.-Y. Wang and A. Hussain, “Behavioral Modeling, Learning, and Adaptation in Cyber–Physical–Social Intelligence,” IEEE Transactions on Computational Social Systems, vol. 10, no. 4, pp. 1924–1926, Aug. 2023.

[18] F.-Y. Wang, J. Li, R. Qin, J. Zhu, H. Mo and B. Hu, “ChatGPT for Computational Social Systems: From Conversational Applications to Human-Oriented Operating Systems,” IEEE Transactions on Computational Social Systems, vol. 10, no. 2, pp. 414–425, Apr. 2023.

[19] F.-Y. Wang, Y. Tang and P. J. Werbos, “Cyber–Physical–Social Intelligence: Toward Metaverse-Based Smart Societies of 6I and 6S,” IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 53, no. 4, pp. 2018–2024, Apr. 2023.

[20] F.-Y. Wang, J. Yang, X. Wang, J. Li and Q.-L. Han, “Chat with ChatGPT on Industry 5.0: Learning and Decision-Making for Intelligent Industries,” IEEE/CAA Journal of Automatica Sinica, vol. 10, no. 4, pp. 831–834, Apr. 2023.

[21] F.-Y. Wang, R. Qin, X. Wang and B. Hu, "MetaSocieties in Metaverse: MetaEconomics and MetaManagement for MetaEnterprises and MetaCities," IEEE Transactions on Computational Social Systems, vol. 9, no. 1, pp. 2-7, Feb. 2022.

[22] F.-Y. Wang, J. Ibanez-Guzman and Y. Lv, "Call for V&VIV: Verification and Validation of Intelligent Vehicles," IEEE Transactions on Intelligent Vehicles, vol. 7, no. 3, pp. 401-406, Sep. 2022.

[23] F.-Y. Wang, W. Ding, R. Qin and B. Hu, "Parallel Philosophy for MetaOrganizations with MetaOperations: From Leibniz’s Monad to HanoiDAO," IEEE Transactions on Computational Social Systems, vol. 9, no. 3, pp. 658-666, Jun. 2022.

[24] F.-Y. Wang, "The State of IEEE Transactions on Intelligent Vehicles: From Passive Publication to Active and Smart Exchange and Dissemination," IEEE Transactions on Intelligent Vehicles, vol. 7, no. 2, pp. 157-163, Jun. 2022.

[25] F.-Y. Wang, "The Milestones of IEEE TIV: The Best Associate Editors and George N. Saridis Best Papers Awards," IEEE Transactions on Intelligent Vehicles, vol. 7, no. 4, pp. 801-803, Dec. 2022.

[26] F.-Y. Wang, "The Metaverse of Mind: Perspectives on DeSci for DeEco and DeSoc," IEEE/CAA Journal of Automatica Sinica, vol. 9, no. 12, pp. 2043-2046, Dec. 2022.

[27] F.-Y. Wang, "MetaVehicles in the Metaverse: Moving to A New Phase for Intelligent Vehicles and Smart Mobility," IEEE Transactions on Intelligent Vehicles, vol. 7, no. 1, pp. 1-5, Mar. 2022.

[28] J. J. Zhang, F.-Y. Wang, Y. Yuan, G. Xu, H. Liu, W. Gao, S. Jameel, I. Razzak, P. Eklund, S. Ahmed, R. Qin, J. Li, X. Wang, D.-N. Yang, D. Turgut, A. Benslimane, N. Prasad and K.-C. Chen, "Computational Social Systems for Covid-19 Emergency Management and Beyond," IEEE Transactions on Computational Social Systems, vol. 8, no. 4, pp. 928-929, Aug. 2021.

[29] F.-Y. Wang, J. Zhu, R. Qin, X. Wang and B. Hu, "Federated Control: Toward Information Security and Rights Protection," IEEE Transactions on Computational Social Systems, vol. 8, no. 4, pp. 793-798, Aug. 2021.

[30] F.-Y. Wang, W. Zhang, Y. Tian, R. Qin, X. Wang and B. Hu, "Federated Data: Toward New Generation of Credible and Trustable Artificial Intelligence," IEEE Transactions on Computational Social Systems, vol. 8, no. 3, pp. 538-545, Jun. 2021.

[31] F.-Y. Wang, R. Qin, Y. Yuan and B. Hu, "Nonfungible Tokens: Constructing Value Systems in Parallel Societies," IEEE Transactions on Computational Social Systems, vol. 8, no. 5, pp. 1062-1067, Oct. 2021.

[32] F.-Y. Wang, R. Qin, J. Li, X. Wang, H. Qi, X. Jia and B. Hu, "Federated Management: Toward Federated Services and Federated Security in Federated Ecology," IEEE Transactions on Computational Social Systems, vol. 8, no. 6, pp. 1283-1290, Dec. 2021.

[33] F.-Y. Wang, R. Qin, Y. Chen, Y. Tian, X. Wang and B. Hu, "Federated Ecology: Steps Toward Confederated Intelligence," IEEE Transactions on Computational Social Systems, vol. 8, no. 2, pp. 271-278, Apr. 2021.

[34] W. Lv, Y. Lv, A. A. Malikopoulos, E. I. Vlahogianni and F.-Y. Wang, "Big Data and AI for Computational Transportation in the Cyber-Physical-Social Space," IEEE Transactions on Intelligent Transportation Systems, vol. 22, no. 12, pp. 7887-7890, Dec. 2021.

[35] M. M. Hassan, G. Fortino, L. T. Yang, H. Jiang, K.-K. R. Choo, J. J. Zhang and F.-Y. Wang, "Blockchain for Internet-of-Things and Cyber-Physical Systems," IEEE/CAA Journal of Automatica Sinica, vol. 8, no. 12, pp. 1867-1867, Dec. 2021.

[36] Y. Yuan, F.-Y. Wang, C. Rong, A. Stavrou, J. Zhang, Q. Tang, F. Baldimtsi, L. T. Yang, D. Wu, S. Wang, D. L. Olson and J. H. Lambert, "Blockchain and Economic Knowledge Automation," IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 50, no. 1, pp. 2-8, Jan. 2020.

[37] F.-Y. Wang and Y. Wang, "Parallel Ecology for Intelligent and Smart Cyber-Physical-Social Systems," IEEE Transactions on Computational Social Systems, vol. 7, no. 6, pp. 1318-1323, Dec. 2020.

[38] F.-Y. Wang, R. Qin, J. Li, Y. Yuan and X. Wang, "Parallel Societies: A Computing Perspective of Social Digital Twins and Virtual-Real Interactions," IEEE Transactions on Computational Social Systems, vol. 7, no. 1, pp. 2-7, Feb. 2020.

[39] F.-Y. Wang, W. Pedrycz, F. Herrera and S.-F. Su, "Fuzzy Logic and Artificial Intelligence: A Special Issue on Emerging Techniques and Their Applications," IEEE Transactions on Fuzzy Systems, vol. 28, no. 12, pp. 3063-3064, Dec. 2020.

[40] F.-Y. Wang, A. Eskandarian, L. Vlacic and P. Ioannou, "The 2014-2017 George N. Saridis Best Transactions Paper Award," IEEE Transactions on Intelligent Transportation Systems, vol. 21, no. 12, pp. 4920-4921, Dec. 2020.

[41] F.-Y. Wang, "Parallel Intelligence: Belief and Prescription for Edge Emergence and Cloud Convergence in CPSS," IEEE Transactions on Computational Social Systems, vol. 7, no. 5, pp. 1105-1110, Oct. 2020.

[42] F.-Y. Wang, "Parallel Healthcare: Robotic Medical and Health Process Automation for Secured and Smart Social Healthcares," IEEE Transactions on Computational Social Systems, vol. 7, no. 3, pp. 581-586, Jun. 2020.

[43] F.-Y. Wang, "Parallel Emergency: Social Renormalization via Monads and Computational Social Systems," IEEE Transactions on Computational Social Systems, vol. 7, no. 2, pp. 286-292, Apr. 2020.

[44] F.-Y. Wang, "Parallel Economics: A New Supply-Demand Philosophy via Parallel Organizations and Parallel Management," IEEE Transactions on Computational Social Systems, vol. 7, no. 4, pp. 840-848, Aug. 2020.

[45] F.-Y. Wang, J. J. Zhang, R. Qin and Y. Yuan, "Social Energy: Emerging Token Economy for Energy Production and Consumption," IEEE Transactions on Computational Social Systems, vol. 6, no. 3, pp. 388-393, Jun. 2019.

[46] F.-Y. Wang, P. Ye and J. Li, "Social Intelligence: The Way We Interact, The Way We Go," IEEE Transactions on Computational Social Systems, vol. 6, no. 6, pp. 1139-1146, Dec. 2019.

[47] F.-Y. Wang, X. Wang, J. Li, P. Ye and Q. Li, "Social Computing: From Crowdsourcing to Crowd Intelligence by Cyber Movement Organizations," IEEE Transactions on Computational Social Systems, vol. 6, no. 4, pp. 619-626, Aug. 2019.

[48] F.-Y. Wang, P. Wang, J. Li, Y. Yuan and X. Wang, "Social Transportation: Social Signal and Technology for Transportation Engineering," IEEE Transactions on Computational Social Systems, vol. 6, no. 1, pp. 2-7, Feb. 2019.

[49] F.-Y. Wang, Y. Tang, X. Liu and Y. Yuan, "Social Education: Opportunities and Challenges in Cyber-Physical-Social Space," IEEE Transactions on Computational Social Systems, vol. 6, no. 2, pp. 191-196, Apr. 2019.

[50] F.-Y. Wang, X. Shang, R. Qin, G. Xiong and T. R. Nyberg, "Social Manufacturing: A Paradigm Shift for Smart Prosumers in the Era of Societies 5.0," IEEE Transactions on Computational Social Systems, vol. 6, no. 5, pp. 822-829, Oct. 2019.

[51] F.-Y. Wang, "A Reflection of Future in History: Introduction to the Alfred North Whitehead Laureate Lecture," IEEE/CAA Journal of Automatica Sinica, vol. 6, no. 3, pp. 609-609, May 2019.

[52] L. Li, F.-Y. Wang, P. A. Ioannou, M. Á. Sotelo, N. Zheng, L. Li, D. Cao and L. Chen, "Introduction to the Special Issue on the 2018 IEEE Intelligent Vehicles Symposium (IV’18)," IEEE Transactions on Intelligent Vehicles, vol. 4, no. 3, pp. 335-336, Sep. 2019.

[53] H. Dong, C. Roberts, Z. Lin and F.-Y. Wang, "Introduction to the Special Issue on Intelligent Rail Transportation," IEEE Transactions on Intelligent Transportation Systems, vol. 20, no. 7, pp. 2677-2680, Jul. 2019.

[54] F.-Y. Wang, Y. Yuan, J. Zhang, R. Qin and M. H. Smith, "Blockchainized Internet of Minds: A New Opportunity for Cyber-Physical-Social Systems," IEEE Transactions on Computational Social Systems, vol. 5, no. 4, pp. 897-906, Dec. 2018.

[55] F.-Y. Wang, Y. Yuan, X. Wang and R. Qin, "Societies 5.0: A New Paradigm for Computational Social Systems Research," IEEE Transactions on Computational Social Systems, vol. 5, no. 1, pp. 2-8, Mar. 2018.

[56] F.-Y. Wang, Y. Yuan, C. Rong and J. J. Zhang, "Parallel Blockchain: An Architecture for CPSS-Based Smart Societies," IEEE Transactions on Computational Social Systems, vol. 5, no. 2, pp. 303-310, Jun. 2018.

[57] F.-Y. Wang, Y. Yuan, J. Li, D. Cao, L. Li, P. A. Ioannou and M. A. Sotelo, "From Intelligent Vehicles to Smart Societies: A Parallel Driving Approach," IEEE Transactions on Computational Social Systems, vol. 5, no. 3, pp. 594-604, Sep. 2018.

[58] F.-Y. Wang, Q. Wei, K. Tang and C. C. Coello, "IEEE Transactions on Evolutionary Computation Special Issue on Parallel Evolution for Large Scale Optimization," IEEE Transactions on Evolutionary Computation, vol. 22, no. 4, pp. 633-633, Aug. 2018.

[59] F.-Y. Wang, D. P. Filev, W. Pedrycz, H. Li and C. C. White, "From Intelligent Control to Smart Management of Cyber-Physical-Social Systems: A Celebration of 70th Anniversary of Cybernetics by Norbert Wiener," IEEE Transactions on Cybernetics, vol. 48, no. 12, pp. 3278-3279, Dec. 2018.

[60] F.-Y. Wang, "New Chief, New Journey, New Excellence," IEEE/CAA Journal of Automatica Sinica, vol. 5, no. 1, pp. 1-2, Jan. 2018.

[61] F.-Y. Wang, "Computational Social Systems in A New Period: A Fast Transition into the Third Axial Age," IEEE Transactions on Computational Social Systems, vol. 4, no. 3, pp. 52-53, Sep. 2017.

[62] F.-Y. Wang, "Computational Dissemination: Toward Precision and Smart Impacts for Computational Social Systems," IEEE Transactions on Computational Social Systems, vol. 4, no. 4, pp. 193-195, Dec. 2017.

[63] F.-Y. Wang, "Artificial Intelligence and Intelligent Transportation: Driving into the 3rd Axial Age with ITS," IEEE Intelligent Transportation Systems Magazine, vol. 9, no. 4, pp. 6-9, 2017.

[64] F.-Y. Wang, "Transportation and Mobility Transformation for Smart Cities," IEEE Transactions on Intelligent Transportation Systems, vol. 16, no. 2, pp. 525-533, Apr. 2015.

[65] F.-Y. Wang, "Transportation Games for Social Transportation," IEEE Transactions on Intelligent Transportation Systems, vol. 16, no. 3, pp. 1061-1069, Jun. 2015.

[66] F.-Y. Wang, "The Endless ITS Frontier in CSP Spaces," IEEE Transactions on Intelligent Transportation Systems, vol. 16, no. 4, pp. 1610-1618, Aug. 2015.

[67] F.-Y. Wang, "Merton’s Laws and Mertionian Systems for ITS," IEEE Transactions on Intelligent Transportation Systems, vol. 16, no. 6, pp. 2962-2969, Dec. 2015.

[68] F.-Y. Wang, "Five Transportations in One-A New Direction for ITS from Qingdao," IEEE Transactions on Intelligent Transportation Systems, vol. 16, no. 5, pp. 2310-2317, Oct. 2015.

[69] F.-Y. Wang, "Crowdsourcing for Field Transportation Studies and Services," IEEE Transactions on Intelligent Transportation Systems, vol. 16, no. 1, pp. 1-8, Feb. 2015.

[70] F.-Y. Wang, "Toward ITS Knowledge Automation," IEEE Transactions on Intelligent Transportation Systems, vol. 15, no. 1, pp. 1-5, Feb. 2014.

[71] F.-Y. Wang, "The T-ITS Awards and Future Transportation," IEEE Transactions on Intelligent Transportation Systems, vol. 15, no. 6, pp. 2353-2359, Dec. 2014.

[72] F.-Y. Wang, "Real-Time Social Transportation with Online Social Signals," IEEE Transactions on Intelligent Transportation Systems, vol. 15, no. 3, pp. 909-914, Jun. 2014.

[73] F.-Y. Wang, "Parallel Driving with Software Vehicular Robots for Safety and Smartness," IEEE Transactions on Intelligent Transportation Systems, vol. 15, no. 4, pp. 1381-1387, Aug. 2014.

[74] F.-Y. Wang, "ITS with Complete Traffic Control," IEEE Transactions on Intelligent Transportation Systems, vol. 15, no. 2, pp. 457-462, Apr. 2014.

[75] F.-Y. Wang, "Computational Transportation and Transportation 5.0," IEEE Transactions on Intelligent Transportation Systems, vol. 15, no. 5, pp. 1861-1868, Oct. 2014.

[76] F.-Y. Wang, "Welcome to IEEE/CAA Journal of Automatica Sinica," IEEE/CAA Journal of Automatica Sinica, vol. 1, no. 1, p. 1-1, Jan. 2014.

[77] B. Ning, F.-Y. Wang, T. Tang, C. Roberts, H. Dong and F. Schmid, "IEEE International Conference on Intelligent Rail Transportation," IEEE Intelligent Transportation Systems Magazine, vol. 6, no. 1, pp. 74-75, 2014.

[78] F.-Y. Wang, D. Zhang and K. Sycara, "Special Section on Social and Economic Computing," IEEE Transactions on Services Computing, vol. 6, no. 2, pp. 150-151, Apr. 2013.

[79] F.-Y. Wang, "Transition to Fast Publication," IEEE Transactions on Intelligent Transportation Systems, vol. 14, no. 4, pp. 1557-1557, Dec. 2013.

[80] F.-Y. Wang, "The Top and the Best: Toward Excellence in ITS Research and Development," IEEE Transactions on Intelligent Transportation Systems, vol. 14, no. 3, pp. 1033-1034, Sep. 2013.

[81] F.-Y. Wang, "A Review of IEEE T-ITS: The 2013 Survey Result," IEEE Transactions on Intelligent Transportation Systems, vol. 14, no. 2, pp. 501-510, Jun. 2013.

[82] F.-Y. Wang, "Driving in the Fast Lane: Full Speed Toward Better Quality and Service," IEEE Transactions on Intelligent Transportation Systems, vol. 13, no. 3, pp. 1075-1077, Sep. 2012.

[83] F.-Y. Wang, "A Brief Report on the State of the IEEE Transactions on Intelligent Transportation Systems," IEEE Transactions on Intelligent Transportation Systems, vol. 13, no. 2, pp. 422-423, Jun. 2012.

[84] F.-Y. Wang, "2010 Outstanding Editorial Service Awards," IEEE Transactions on Intelligent Transportation Systems, vol. 12, no. 1, pp. 1-1, Mar. 2011.

[85] F.-Y. Wang, "Publication and Impact: A Bibliographic Analysis," IEEE Transactions on Intelligent Transportation Systems, vol. 11, no. 2, pp. 250-250, Jun. 2010.

[86] F.-Y. Wang, "Building an Intellectual Highway for ITS Research and Development," IEEE Transactions on Intelligent Transportation Systems, vol. 11, no. 1, pp. 2-3, Mar. 2010.

[87] F.-Y. Wang, A. Broggi and C. C. White, "The Road to Transactions on Intelligent Transportation Systems: A Decade’s Success," IEEE Intelligent Transportation Systems Magazine, vol. 1, no. 4, pp. 29-32, 2009.

[88] F.-Y. Wang, A. Broggi and C. White, "Road to Transactions on Intelligent Transportation Systems: A Decade’s Success," IEEE Transactions on Intelligent Transportation Systems, vol. 10, no. 4, pp. 553-556, Dec. 2009.

[89] F.-Y. Wang, "Ahead of Traffic: Where to Next?" IEEE Transactions on Intelligent Transportation Systems, vol. 10, no. 3, pp. 373-374, Sep. 2009.

[90] F.-Y. Wang, "A Message from the New Editor-In-Chief," IEEE Transactions on Intelligent Transportation Systems, vol. 10, no. 1, pp. 2-3, Mar. 2009.

[91] F.-Y. Wang, "The Journey to IEEE ITS Magazine," IEEE Intelligent Transportation Systems Magazine, vol. 1, no. 1, pp. 8-9, 2009.

[92] F.-Y. Wang, "Past President’s Report to the IEEE ITSS Board of Governors," IEEE Intelligent Transportation Systems Magazine, vol. 1, no. 1, pp. 4-7, 9, 2009.

[93] F.-Y. Wang, "News from the IEEE Transactions on Intelligent Transportation Systems," IEEE Intelligent Transportation Systems Magazine, vol. 1, no. 2, pp. 42-42, 44, 2009.

[94] C. Stiller, F.-Y. Wang and N. Zheng, "News from the IEEE Intelligent Transportation Systems Society," IEEE Intelligent Transportation Systems Magazine, vol. 1, no. 2, pp. 38-38, 40, 2009.

[95] D. D. Zeng, H. Chen, F.-Y. Wang and H. Kargupta, "Special Section on Intelligence and Security Informatics," IEEE Transactions on Knowledge and Data Engineering, vol. 20, no. 5, pp. 92-96, 2008.

[96] F.-Y. Wang, R. Lu and D. Zeng, "Artificial Intelligence in China," IEEE Intelligent Systems, vol. 23, no. 6, pp. 24-25, Nov. 2008.

[97] D. Zeng, F.-Y. Wang and K. M. Carley, "Social Computing," IEEE Intelligent Systems, vol. 22, no. 5, pp. 20-22, Sep. 2007.

[98] F.-Y. Wang, D. Liu, S. Yang and L. Li, "Networking, Sensing, and Control for Networked Control Systems: Architectures, Algorithms, and Applications," IEEE Transactions on Systems, Man and Cybernetics, Part C (Applications and Reviews), vol. 37, no. 2, pp. 157-159, Mar. 2007.

[99] F.-Y. Wang, D. Zeng and D. Dailey, "IEEE Intelligent Transportation Systems Society Status Report," IEEE Transactions on Intelligent Transportation Systems, vol. 7, no. 4, pp. 394-397, Dec. 2006.

[100] F.-Y. Wang, P. B. Mirchandani and S. Tang, "Advanced Traveler Information Systems and Vision-Based Techniques for ITS," IEEE Transactions on Intelligent Transportation Systems, vol. 6, no. 1, pp. 1-4, Mar. 2005.

[101] F.-Y. Wang, C. Herget and D. Zeng, "Developing and Improving Transportation Systems: The Structure and Operation of IEEE Intelligent Transportation Systems Society," IEEE Transactions on Intelligent Transportation Systems, vol. 6, no. 3, pp. 261-264, Sep. 2005.

[102] H. Chen and F.-Y. Wang, "Artificial Intelligence for Homeland Security," IEEE Intelligent Systems, vol. 20, no. 5, pp. 12-16, Sep. 2005.

[103] F.-Y. Wang, P. B. Mirchandani and N. Zheng, "Advances and Trends in Research and Development of Intelligent Transportation Systems: An Introduction to the Special Issue," IEEE Transactions on Intelligent Transportation Systems, vol. 5, no. 4, pp. 222-223, Dec. 2004.

[104] F.-Y. Wang, Z. J. Geng and M. Jamshidi, "Fuzzy Logic and Neural Networks: Theory and Applications," Journal of Intelligent and Fuzzy Systems, vol. 3, no. 1, pp. 1-2, 1995.

Letters

[105] W. Zhang, W. Zheng, Q. Li, F.-Y. Wang, "Parallel Vision ⊇ Image Synthesis/Augmentation," IEEE/CAA Journal of Automatica Sinica, vol. 11, no. 3, pp. 782-784, 2024.

[106] J. Chen, J. Liang, S. Teng, H. Zhang, F.-Y. Wang, "A Lifetime Management Framework for SOTIF-Oriented Vehicle Dynamics Control: A Data-Driven Approach," IEEE Transactions on Intelligent Vehicles, vol. 9, no. 1, pp. 48-51, 2024.

[107] L. Fan, C. Zeng, Z. Meng, X. Xia, Y. Liu, J. Ma, F.-Y. Wang, "A Secured Vehicle Brain: DAO-Based Collaborative Perception and Decision-Making Systems for Intelligent Vehicles in CPSS," IEEE Transactions on Intelligent Vehicles, vol. 9, no. 1, pp. 52-54, 2024.

[108] R. Guo, M. Vallati, Y. Wang, H. Zhang, Y. Chen, F.-Y. Wang, "Sustainability Opportunities and Ethical Challenges of AI-Enabled Connected Autonomous Vehicles Routing in Urban Areas," IEEE Transactions on Intelligent Vehicles, vol. 9, no. 1, pp. 55-58, 2024.

[109] B. Li, T. Xu, X. Li, Y. Cui, X. Bian, S. Teng, S. Ma, L. Fan, Y. Tian, F.-Y. Wang, "Integrating Large Language Models and Metaverse in Autonomous Racing: An Education-Oriented Perspective," IEEE Transactions on Intelligent Vehicles, vol. 9, no. 1, pp. 59-64, 2024.

[110] S. Zhou, J. Chen, S. Teng, H. Zhang, F.-Y. Wang, "Integrating Sustainability in Future Traffic Lighting: Designing Efficient Light Systems for Vehicle, Road, and Traffic," IEEE Transactions on Intelligent Vehicles, vol. 9, no. 1, pp. 65-68, 2024.

[111] L. Yan, W. Zheng, and F.-Y. Wang, "Heterogeneous Image Knowledge Driven Visual Perception," IEEE/CAA Journal of Automatica Sinica, vol. 11, no. 1, pp. 255-257, 2024.

[112] J. Li, M. Zhou, X. Xue, J. Zhu, S. Han, L. Li, and F.-Y. Wang, "A Sustainable Ecology of Mobility: DAO-Based Autonomous Vehicular Services," IEEE Transactions on Intelligent Vehicles, vol. 8, no. 12, pp. 4682-4684, 2023.

[113] H. Yu, Y. Wang, Y. Tian, H. Zhang, W. Zheng, and F.-Y. Wang, "Social Vision for Intelligent Vehicles: From Computer Vision to Foundation Vision," IEEE Transactions on Intelligent Vehicles, vol. 8, no. 11, pp. 4474-4476, 2023.

[114] H. Huang, Z. Shen, C. Huang, Y. Wang, and F.-Y. Wang, "Intelligent Vehicle Carriers to Support General Civilian Purposes," IEEE Transactions on Intelligent Vehicles, vol. 8, no. 10, pp. 4292-4295, 2023.

[115] Y. Zhang, J. Chen, S. Teng, H. Zhang, and F.-Y. Wang, "Sustainable Lifecycle Management for Automotive Development via Multi-Dimensional Circular Design Framework," IEEE Transactions on Intelligent Vehicles, vol. 8, no. 9, pp. 4151-4154, 2023.

[116] X. Li, R. Song, J. Fan, M. Liu, and F.-Y. Wang, "Development and Testing of Advanced Driver Assistance Systems Through Scenario-Based Systems Engineering," IEEE Transactions on Intelligent Vehicles, vol. 8, no. 8, pp. 3968-3973, 2023.

[117] B. Li, Y. Fang, T. Xu, S. Ma, H. Wang, Y. Wang, X. Li, T. Zhang, X. Bian, and F.-Y. Wang, "Toward Fair and Thrilling Autonomous Racing: Governance Rules and Performance Metrics for the Autonomous One," IEEE Transactions on Intelligent Vehicles, vol. 8, no. 8, pp. 3974-3982, 2023.

[118] Y. Lin, W. Hu, X. Chen, S. Li, and F.-Y. Wang, “City 5.0: Towards Spatial Symbiotic Intelligence via DAOs and Parallel Systems,” IEEE Transactions on Intelligent Vehicles, vol. 8, no. 7, pp. 3767–3770, 2023.

[119] J. Li, R. Qin, C. Olaverri-Monreal, R. Prodan, and F.-Y. Wang, “Logistics 5.0: From Intelligent Networks to Sustainable Ecosystems,” IEEE Transactions on Intelligent Vehicles, vol. 8, no. 7, pp. 3771–3774, 2023.

[120] J. Chen, S. Tao, S. Teng, Y. Chen, H. Zhang and F.-Y. Wang, “Toward Sustainable Intelligent Transportation Systems in 2050: Fairness and Eco-Responsibility,” IEEE Transactions on Intelligent Vehicles, vol. 8, no. 6, pp. 3537–3540, Jun. 2023.

[121] J. Chen, Y. Zhang, S. Teng, Y. Chen, H. Zhang and F.-Y. Wang, “ACP-Based Energy-Efficient Schemes for Sustainable Intelligent Transportation Systems,” IEEE Transactions on Intelligent Vehicles, vol. 8, no. 5, pp. 3224–3227, May 2023.

[122] L. Chen, J. Xie, X. Zhang, J. Deng, S. Ge and F.-Y. Wang, “Mining 5.0: Concept and Framework for Intelligent Mining Systems in CPSS,” IEEE Transactions on Intelligent Vehicles, vol. 8, no. 6, pp. 3533–3536, Jun. 2023.

[123] Y. Chen, H. Zhang and F.-Y. Wang, “Society-Centered and DAO-Powered Sustainability in Transportation 5.0: An Intelligent Vehicles Perspective,” IEEE Transactions on Intelligent Vehicles, vol. 8, no. 4, pp. 2635–2638, Apr. 2023.

[124] H. Du, S. Teng, H. Chen, J. Ma, X. Wang, C. Gou, B. Li, S. Ma, Q. Miao, X. Na, P. Ye, H. Zhang, G. Luo and F.-Y. Wang, “Chat with ChatGPT on Intelligent Vehicles: An IEEE TIV Perspective,” IEEE Transactions on Intelligent Vehicles, vol. 8, no. 3, pp. 2020–2026, Mar. 2023.

[125] S. Ge, Y. Xie, K. Liu, Z. Ding, E. Hu, L. Chen and F.-Y. Wang, “The Use of Intelligent Vehicles and Artificial Intelligence in Mining Operations: Ethics, Responsibility, and Sustainability,” IEEE Transactions on Intelligent Vehicles, vol. 8, no. 2, pp. 1021–1024, Feb. 2023.

[126] B. Li, T. Gao, S. Ma, Y. Zhang, T. Acarman, K. Cao, T. Xu, T. Zhang and F.-Y. Wang, “From Formula One to Autonomous One: History, Achievements, and Future Perspectives,” IEEE Transactions on Intelligent Vehicles, vol. 8, no. 5, pp. 3217–3223, May 2023.

[127] X. Li, S. Teng, B. Liu, X. Dai, X. Na and F.-Y. Wang, “Advanced Scenario Generation for Calibration and Verification of Autonomous Vehicles,” IEEE Transactions on Intelligent Vehicles, vol. 8, no. 5, pp. 3211–3216, May 2023.

[128] Y. Lin, X. Na, D. Wang, X. Dai and F.-Y. Wang, “Mobility 5.0: Smart Logistics and Transportation Services in Cyber-Physical-Social Systems,” IEEE Transactions on Intelligent Vehicles, vol. 8, no. 6, pp. 3527–3532, Jun. 2023.

[129] Y. Sun, Y. Hu, H. Zhang, H. Chen and F.-Y. Wang, “A Parallel Emission Regulatory Framework for Intelligent Transportation Systems and Smart Cities,” IEEE Transactions on Intelligent Vehicles, vol. 8, no. 2, pp. 1017–1020, Feb. 2023.

[130] J. Zhang, J. Pu, J. Chen, H. Fu, Y. Tao, S. Wang, Q. Chen, Y. Xiao, S. Chen, Y. Cheng, H. Shan, D. Chen and F.-Y. Wang, “DSiV: Data Science for Intelligent Vehicles,” IEEE Transactions on Intelligent Vehicles, vol. 8, no. 4, pp. 2628–2634, Apr. 2023.

[131] Y. Zhao, C. Hu, Z. Zhu, S. Qiu, B. Chen, P. Jiao and F.-Y. Wang, “Crowd Sensing Intelligence for ITS: Participants, Methods, and Stages,” IEEE Transactions on Intelligent Vehicles, vol. 8, no. 6, pp. 3541–3546, Jun. 2023.

[132] F.-Y. Wang, R. Song, R. Zhou, X. Wang, L. Chen, L. Li, L. Zeng, J. Zhou, S. Teng and X. Zhu, "Verification and Validation of Intelligent Vehicles: Objectives and Efforts from China," IEEE Transactions on Intelligent Vehicles, vol. 7, no. 2, pp. 164-169, Jun. 2022.

[133] L. B. Vlacic and F.-Y. Wang, "Let Us Reinstate the Public Trust in the Safety Benefits of Automated Vehicles," IEEE Intelligent Transportation Systems Magazine, vol. 14, no. 2, pp. 3-5, Mar. 2022.

[134] S. Ge, F.-Y. Wang, J. Yang, Z. Ding, X. Wang, Y. Li, S. Teng, Z. Liu, Y. Ai, L. Chen, "Making Standards for Smart Mining Operations: Intelligent Vehicles for Autonomous Mining Transportation," IEEE Transactions on Intelligent Vehicles, vol. 7, no. 3, pp. 413-416, Sep. 2022.

[135] D. Cao, X. Wang, L. Li, C. Lv, X. Na, Y. Xing, X. Li, Y. Li, Y. Chen, and F.-Y. Wang, "Future Directions of Intelligent Vehicles: Potentials, Possibilities, and Perspectives," IEEE Transactions on Intelligent Vehicles, vol. 7, no. 1, pp. 7-10, Mar. 2022.

[136] F.-Y. Wang, I. J. Rudas, D. Wu, X. Wang, Y. Yuan, J. J. Zhang, Y. Li, G. Bennett and N. Bassiri-Gharb, "Artificial Identification, Blockchain, Cyber Physical Social Systems, Digital Twins, and Parallel Intelligence: Opportunities and Synergies Between the IEEE Council on Radio-Frequency Identification and Systems, Man, and Cybernetics Society," IEEE Systems, Man, and Cybernetics Magazine, vol. 7, no. 2, pp. 61-C4, Apr. 2021.

[137] F.-Y. Wang, Y. Li, W. Zhang, G. Bennett and N. Chen, "Digital Twin and Parallel Intelligence Based on Location and Transportation: A Vision for New Synergy Between the IEEE CRFID and ITSS in Cyber Physical Social Systems," IEEE Intelligent Transportation Systems Magazine, vol. 13, no. 1, pp. 249-252, 2021.

[138] F.-Y. Wang, A. Eskandarian, L. Vlacic and P. Ioannou, "The 2014-2017 George N. Saridis Best Transactions Paper Award," IEEE Intelligent Transportation Systems Magazine, vol. 13, no. 1, pp. 252-253, 2021.

[139] F.-Y. Wang, J. J. Zhang and X. Wang, "Parallel Intelligence: Toward Lifelong and Eternal Developmental AI and Learning in Cyber-Physical-Social Spaces," Frontiers of Computer Science, vol. 12, no. 3, pp. 401-405, Jun. 2018.

[140] F.-Y. Wang, "Control 5.0: From Newton to Merton in Popper’s Cyber-Social-Physical Spaces," IEEE/CAA Journal of Automatica Sinica, vol. 3, no. 3, pp. 233-234, Jul. 2016.

[141] F.-Y. Wang, "Tempus Fugit 3.0: IS in Cyberspace," IEEE Intelligent Systems, vol. 27, no. 6, pp. 2-2, Nov. 2012.

[142] F.-Y. Wang, "Memory and Future: Remembering Dave Waltz," IEEE Intelligent Systems, vol. 27, no. 3, pp. 2-3, May 2012.

[143] F.-Y. Wang, "From Piecemeal Engineering to Twitter Technology: Toward Computational Societies," IEEE Intelligent Systems, vol. 27, no. 4, pp. 2-3, Jul. 2012.

[144] F.-Y. Wang, "Be A Happy and Healthy Dragon!" IEEE Intelligent Systems, vol. 27, no. 1, pp. 2-3, Jan. 2012.

[145] F.-Y. Wang, "A Big-Data Perspective on AI: Newton, Merton, and Analytics Intelligence," IEEE Intelligent Systems, vol. 27, no. 5, pp. 2-4, Sep. 2012.

[146] F.-Y. Wang, "Social Media and the Jasmine Revolution," IEEE Intelligent Systems, vol. 26, no. 2, pp. 2-4, Mar. 2011.

[147] F.-Y. Wang, "Intelligent Systems and Social Management," IEEE Intelligent Systems, vol. 26, no. 6, pp. 2-3, Nov. 2011.

[148] F.-Y. Wang, "From AI to SciTS: Team Science and Research Intelligence," IEEE Intelligent Systems, vol. 26, no. 3, pp. 2-4, May 2011.

[149] F.-Y. Wang, "Back to the Future: Surrogates, Mirror Worlds, and Parallel Universes," IEEE Intelligent Systems, vol. 26, no. 1, pp. 2-4, Jan. 2011.

[150] F.-Y. Wang, "A Report on the San Francisco Board Meeting," IEEE Intelligent Systems, vol. 26, no. 5, pp. 2-4, Sep. 2011.

[151] F.-Y. Wang, "A Question for AAAI: Does AI Need a Reboot?" IEEE Intelligent Systems, vol. 26, no. 4, pp. 2-4, Jul. 2011.

[152] F.-Y. Wang, "Recollections of People and Ideas," IEEE Intelligent Systems, vol. 23, no. 6, pp. 2-7, 2010.

[153] F.-Y. Wang, "Really Artificial or Artificially Real?" IEEE Intelligent Systems, vol. 25, no. 2, pp. 2-3, Mar. 2010.

[154] F.-Y. Wang, "Old Verse, New Idea: Why Artificial is Real," IEEE Intelligent Systems, vol. 25, no. 5, pp. 2-3, Sep. 2010.

[155] F.-Y. Wang, "IS: The #1 AI Publication," IEEE Intelligent Systems, vol. 25, no. 4, pp. 2-3, Jul. 2010.

[156] F.-Y. Wang, "From AI’s Top 10 to Hall of Fame," IEEE Intelligent Systems, vol. 25, no. 3, pp. 2-2, May 2010.

[157] F.-Y. Wang, "A Tiger Jump: From Special Issues to Special Interest Groups?" IEEE Intelligent Systems, vol. 25, no. 1, pp. 2-3, Jan. 2010.

[158] F.-Y. Wang, "Moving Towards Complex Intelligence?" IEEE Intelligent Systems, vol. 24, no. 4, pp. 2-4, Jul. 2009.

[159] F.-Y. Wang, "Is Culture Computable?" IEEE Intelligent Systems, vol. 24, no. 2, pp. 2-3, Mar. 2009.

[160] F.-Y. Wang, "Intelligent Systems Now," IEEE Intelligent Systems, vol. 24, no. 6, pp. 2-4, Nov. 2009.

[161] F.-Y. Wang, "Intelligent Systems in A Connected World," IEEE Intelligent Systems, vol. 24, no. 1, pp. 2-4, Jan. 2009.

[162] F.-Y. Wang, "El Tour De Verano," IEEE Intelligent Systems, vol. 24, no. 5, pp. 2-4, Sep. 2009.

[163] F.-Y. Wang, "Beyond X 2.0: Where Should We Go?" IEEE Intelligent Systems, vol. 24, no. 3, pp. 2-4, May 2009.

Books and Book Chapters

Books

[1] F.-Y. Wang, R. Zhou, K. Zhang, R. Song, and Z. Li, "Validation of Autonomous Driving and Smart Vehicles: Intelligent Science and Technology for Future," China Communications Press, 2024.

[2] L. Li and F.-Y. Wang, "Parallel Services: Intelligent Systems of Digital Twins and Metaverses for Services Science," Springer Cham, 2023.

[3] P. Ye, F.-Y. Wang. "Parallel Population and Parallel Human: A Cyber-Physical Social Approach," Wiley-IEEE Press, 2023.

[4] Q. Wei and F.-Y. Wang, "Reinforcement Learning," Tsinghua University Press, 2022.

[5] Y. Yuan and F.-Y. Wang, "Blockchain + Intelligent Manufacturing: Technology and Applications," Tsinghua University Press, 2021.

[6] F.-Y. Wang and J. Chen, "Intelligent Control: Methods and Applications," China Science and Technology Press, 2020.

[7] P. Ye and F.-Y. Wang, "Artificial Intelligence-Principles and Techniques," Tsinghua University Press, 2020.

[8] Y. Yuan and F.-Y. Wang, "Blockchain Theory and Methods," Tsinghua University Press, 2019.

[9] X. Zhang and F.-Y. Wang, "Intelligent Tires," Mechanical Industry Press, 2019.

[10] F.-Y. Wang, H. Mo, L. Zhao and R. Li, "Type-2 Fuzzy Sets and Logic," Tsinghua University Press, 2018.

[11] J. Zhang and F.-Y. Wang, "Optimal Control: Mathematical Theory and Intelligent Methods (volume 1)," Tsinghua University Press, 2017.

[12] Y. Yang and F.-Y. Wang, "Budget Constraints and Optimization in Sponsored Search Auctions," Elsevier, 2014.

[13] M. Ehsani, F.-Y. Wang and G. L. Brosch, "Transportation Technologies for Sustainability," Springer, 2013.

[14] F.-Y. Wang, D. Zeng, Y. Yuan, L. Li and Y. Yang, "Emerging Electronic Commerce: Fundamental Theory and Computational Experiments of Keyword Bidding," Tsinghua University Press, 2013.

[15] F.-Y. Wang, X. Li, W. Mao and T. Wang, "Basic Methods and Applications of Social Computing," Zhejiang University Press, 2013.

[16] H. Mo and F.-Y. Wang, "Language Dynamic System and Type-2 Fuzzy Logic," China Science and Technology Press, 2013.

[17] D. Zeng, C. C. Yang, V. S. Tseng, C. Xing, H. Chen, F.-Y. Wang and X. Zheng, "Smart Health," International Conference, ICSH 2013, Beijing, China, Aug. 3-4, 2013. Proceedings, Springer, 2013.

[18] Y. Gao, F.-Y. Wang and Z.-Q. Zhao, "Flexible Manipulators: Modeling, Analysis and Optimum Design," Zhejiang University Press, 2012.

[19] W. Mao and F.-Y. Wang, "New Advances in Intelligence and Security Informatics (Intelligent Systems)," Zhejiang University Press, 2012.

[20] F.-Y. Wang and D. Liu, "Networked Control Systems: Theory and Applications," Springer, 2008.

[21] C. C. Yang, H. Chen, M. Chau, K. Chang, S.-D. Lang, P. S. Chen, R. Hsieh, D. Zeng, F.-Y. Wang, K. Carley, W. Mao, and J. Zhan, "Intelligence and Security Informatics," IEEE ISI 2008 International Workshops: PAISI, PACCF and SOCO 2008, Taipei, Taiwan, June 17, 2008, Proceedings. Springer, 2008.

[22] L. Li and F.-Y. Wang, "Advanced Motion Control and Sensing for Intelligent Vehicles," Springer, 2007.

[23] C. C. Yang, D. Zeng, M. Chau, K. Chang, Q. Yang, X. Cheng, J. Wang, F.-Y. Wang and H. Chen, "Intelligence and Security Informatics," Pacific Asia Workshop, PAISI 2007 Chengdu, China, April 11-12, 2007 Proceedings. Springer, 2007.

[24] H. Chen, F.-Y. Wang, C. C. Yang, D. Zeng, M. Chau and K. Chang, "Intelligence and Security Informatics," International Workshop, WISI 2006 Singapore, April 9, 2006 Proceedings. Springer, 2006.

[25] S. Mehrotra, D. D. Zeng, H. Chen, B. Thuraisingham and F.-Y. Wang, "Intelligence and Security Informatics," International Workshop, WISI 2006 Singapore, April 9, 2006 Proceedings. Springer, 2006.

[26] F.-Y. Wang and D. Liu, "Advances in Computational Intelligence: Theory and Applications (series in Intelligent Control and Intelligent Automation)," World Scientific, 2006.

[27] F.-Y. Wang, G. Lai, Y. Ai, L. Li and F. Huang, "Organization and Design of Embedded Systems: Basic Methods and Applications," Xi Chao Publishing House, 2005.

[28] S. Tang, F.-Y. Wang and G.-P. Lai, "Recent Trends in Research of Intelligent Transportation Systems," Westing Publishing Co., 2005.

[29] P. Kantor, G. Mureason, F. Roberts, D. Zeng, F.-Y, Wang, H. Chen and R. Merkle, "Intelligence and Security Informatics," IEEE International Conference on Intelligence and Security Informatics, ISI 2005 Atlanta, GA, USA, May 19-20, 2005 Proceedings. Springer, 2005.

[30] F.-Y. Wang and Y. Gao, "Advanced Studies of Flexible Robotic Manipulators: Modeling, Design, Control and Application," World Scientific Publishing Co., 2003.

[31] X. Shi, P. Lever and F.-Y. Wang, "Autonomous Rock Excavation: Intelligent Control Techniques and Experimentation," World Scientific Publishing Co., 1998.

[32] P. J. A. Lever and F.-Y. Wang, "Advances in Robotics and Automation for Hazardous Environment," World Scientific Pub Co Inc, 1997.

[33] F.-Y. Wang and G.N. Saridis, "Coordination Theory of Intelligent Machines," Kluwer Academic Publishers, 1994.

Translations

[1] C.A. Pickover, "Artificial Intelligence: An Illustrated History: From Medieval Robots to Neural Networks," Translated by Y. Li, J. Wang and F.-Y. Wang, Chongqing University Press, 2023.

[2] M. M. L. de Prado, "Machine Learning for Asset Managers," Translated by X. Feng, D. Zhang and F.-Y. Wang, China Machine Press, 2022.

[3] M. Mitchell, "Artificial Intelligence: A Guide for Thinking Humans," Translated by F.-Y. Wang, X. Wang, Y. Li and H. Zhang, Sichuan Science and Technology Press, 2021.

[4] N. J. Nilsson, "Understanding Beliefs," Translated by F.-Y. Wang, and X. Zhao, China Machine Press, 2017.

[5] T. Rid, "Rise of the Machines: A Cybernetic History," Translated by X. Wang, X. Zheng, and F.-Y. Wang, China Machine Press, 2017.

[6] A. N. Fish, "Knowledge Automation: How to Implement Decision Management in Business Processes," Translated by F.-Y. Wang, W. Xiao, and X. Zheng, People's Posts and Telecommunications Publishing House, 2016.

[7] D. Koller and N. Friedman, "Probabilistic Graphical Models: Principles and Techniques," Translated by F.-Y. Wang, and S. Han, Tsinghua University Press, 2015.

[8] J. Roorda, "Bucking of Elastic Structures," Translated by F.-Y. Wang, Zhejiang University Press, 1983

[9] W. Flugge, "Tensor Analysis and Continuum Mechanics," Translated by F.-Y. Wang, 1979.

Book Chapters

[1] X. Wang, W. Chen and F.-Y. Wang, "Visual Human–Computer Interactions for Intelligent Vehicles," in Handbook of Human-Machine Systems, IEEE, 2023, pp.193-202.

[2] F.-Y. Wang, "Intelligent Technology and the New Axis Era: The Origin and Goals of the Future," in Post-Machine Age, edited by Y. Hu and J. Wang, China CITIC Press Group, 2019, pp. 3-17.

[3] F.-Y. Wang, X. Li and W. Mao, "An ACP-Based Approach to Intelligence and Security Informatics," in Intelligent Methods for Cyber Warfare, edited by Ronald R. Yager, Marek Z. Reformat, Naif Alajlan, Springer, 2015, pp. 69-86.

[4] F.-Y. Wang, D. Zeng, X. Zheng and L. Li, "Big Data and Social Computing," in Scientific Research Activities in the Era of Big Data, edited by CODATA National Committee of China, Science Press, 2014, pp. 85-94.

[5] F. Zhu and F.-Y. Wang, "Granular Computing Based on Coverage," in Granular Computing: Past, Present and Future, Beijing, China: Science Press, 2007, pp. 83-111.

[6] F.-Y. Wang and G. N. Saridis, "On Successive Approximation of Optimal Control of Stochastic Dynamic Systems’, in Modeling Uncertainty: An Examination of Stochastic Theory, Methods, and Applications, edited by M. Dror, P. L. Ecuyer, and F. Szidarovszky, Boston, MA, Kluwer Academic Publishers, 2001.

[7] F.-Y. Wang, Y. Lin and J. B. Pu, "Linguistic Dynamic Systems and Computing with Words for Modeling, Simulation, and Analysis of Complex Systems," in Discrete Event Modeling and Simulation Technologies: A Tapestry of Systems and AI-Based Theories and Methodologies, edited by H. S. Sarjoughian and F. E. Cellier, Heidelberg, Germany, UK: Springer, 2001, pp. 75-92.

[8] P. Lever and F.-Y. Wang, "Using Fuzzy Behaviors for Fuzzy-Goal-Directed Excavation Tasks," in Intelligent Automation and Soft Computing: Trends in Research, Development, and Applications, edited by M. Jamshidi., Albuquerque, NM, TSI Press, 1994.

[9] F.-Y. Wang and P. Lever, "An Intelligent Robotic Vehicle for Lunar and Martian Resource Assessment," in Recent Trends in Mobile Robots, edited by Y. F. Zheng, River Edge, NJ, World Scientific Publishing Co., vol. 11, 1994, pp. 293-313.

[10] F.-Y. Wang, "Building Knowledge Structure in Neural Nets Using Fuzzy Logic," in Robotics and Manufacturing: Recent Trends in Research, Education and Applications, edited by M. Jamshidi, New York, NY, USA: ASME Press, 1992.

Journal Papers (English)

Early Access

[1] Z. Li, G. Xiong, Y. Lv, P. Ye, X. Liu, S. Tarkoma, F.-Y. Wang, "An Urban Trajectory Data-Driven Approach for COVID-19 Simulation," IEEE Transactions on Computational Social Systems, pp. 1-10, 2024.

[2] X. Li, E. Liu, T. Shen, J. Huang, F.-Y. Wang, "ChatGPT-Based Scenario Engineer: A New Framework on Scenario Generation for Trajectory Prediction," IEEE Transactions on Intelligent Vehicles, pp. 1-10, 2024.

[3] X. Liu, L. Liu, Y. Yuan, Y. Long, S. Li, F.-Y. Wang, "When Blockchain Meets Auction: A Comprehensive Survey," IEEE Transactions on Computational Social Systems, pp. 1-13, 2024.

[4] K. Jiang, H. Zhang, F.-Y. Wang, "Fuel and Emissions Optimization for Connected Diesel Engine Vehicles with Hierarchical Model Predictive Control," IEEE Transactions on Intelligent Transportation Systems, pp. 1-12, 2024.

[5] B. Li, X. Li, H. Gao, F.-Y. Wang, "Advances in Flexible Robotic Manipulator Systems—Part I: Overview and Dynamics Modeling Methods," IEEE/ASME Transactions on Mechatronics, pp. 1-11, 2024.

[6] B. Li, X. Li, H. Gao, F.-Y. Wang, "Advances in Flexible Robotic Manipulator Systems — Part II: Planning, Control, Applications, and Perspectives," IEEE/ASME Transactions on Mechatronics, pp. 1-10, 2024.

[7] L. Chen, Y. Li, W. Silamu, Q. Li, S. Ge, F.-Y. Wang, "Smart Mining with Autonomous Driving in Industry 5.0: Architectures, Platforms, Operating Systems, Foundation Models, and Applications," IEEE Transactions on Intelligent Vehicles, pp. 1-11, 2024.

[8] J. Lu, L. Li, F.-Y. Wang, "Event-Triggered Parallel Control Using Deep Reinforcement Learning with Application to Comfortable Autonomous Driving," IEEE Transactions on Intelligent Vehicles, pp. 1-10, 2024.

[9] J. Zhu, Y. Yuan, F.-Y. Wang, G. Wang, "Federated Control: A Trustable Control Framework for Large-Scale Cyber-Physical Systems," IEEE Transactions on Industrial Informatics, pp. 1-9, 2024.

[10] Z. Shuai, Z. Hu, J. Gai, Y. Chen, J. Chen, H. Zhang, F.-Y. Wang, "Metaverse-enabled Intelligence for Open-terrain Field Vehicle Fleets: Leveraging Parallel Intelligence and Edge Computing," IEEE Transactions on Intelligent Vehicles, pp. 1-6, 2024.

[11] H. Yu, X. Liu, Y. Tian, Y. Wang, C. Gou, F.-Y. Wang, "Sora-based Parallel Vision for Smart Sensing of Intelligent Vehicles: From Foundation Models to Foundation Intelligence," IEEE Transactions on Intelligent Vehicles, pp. 1-4, 2024.

[12] J. Guo, L. Chen, L. Li, X. Na, L. Vlacic, F.-Y. Wang, "Advanced Air Mobility: An Innovation for Future Diversified Transportation and Society," IEEE Transactions on Intelligent Vehicles, pp. 1-5, 2024.

[13] Y. Sun, Y. Hu, H. Zhang, H. Chen, F.-Y. Wang, "Transfer Methods for Vehicle Carbon Emission Models Based on the Parallel Transportation System," IEEE Transactions on Intelligent Transportation Systems, pp. 1-11, 2024.

[14] X. Li, Q. Miao, L. Li, Y. Hou, Q. Ni, L. Fan, Y. Wang, Y. Tian, F.-Y. Wang, "Sora for Senarios Engineering of Intelligent Vehicles: V&V, C&C, and Beyonds," IEEE Transactions on Intelligent Vehicles, pp. 1-6, 2024.

[15] Y. Lyu, L. Li, Z. Jing, Y. Liang, R. Wang, F.-Y. Wang, "Meta-Services in Industry 5.0: A New Paradigm of Intelligent Services in Metaverses," IEEE Transactions on Systems, Man, and Cybernetics: Systems, pp. 1-11, 2024.

[16] X. Zheng, J. Li, M. Lu, and F.-Y. Wang, "New Paradigm for Economic and Financial Research with Generative AI: Impact and Perspective," IEEE Transactions on Computational Social Systems, pp. 1-11, 2024.

[17] P. Bo, W. Tu, X. Tu, F. Qu, and F.-Y. Wang, "Dual RIS-aided Parallel Intelligence Surface for IoAMVSs: A Co-Design Approach for 3C Problems," IEEE Transactions on Intelligent Vehicles, pp. 1-10, 2024.

[18] T. Zhang, Y. Sun, Y. Wang, B. Li, Y. Tian, and F.-Y. Wang, "A Survey of Vehicle Dynamics Modeling Methods for Autonomous Racing: Theoretical Models, Physical/Virtual Platforms, and Perspectives," IEEE Transactions on Intelligent Vehicles, pp. 1-24, 2024.

[19] Y. Liufu, L. Jin, M. Shang, X. Wang, and F.-Y. Wang, "ACP-Incorporated Perturbation-Resistant Neural Dynamics Controller for Autonomous Vehicles," IEEE Transactions on Intelligent Vehicles, pp. 1-12, 2024.

[20] H. Wei, B. Lou, Z. Zhang, B. Liang, F.-Y. Wang, and C. Lv, "Autonomous Navigation for eVTOL: Review and Future Perspectives," IEEE Transactions on Intelligent Vehicles, pp. 1-27, 2024.

[21] J. Li, R. Qin, S. Guan, J. Hou, and F.-Y. Wang, "Blockchain Intelligence: Intelligent Blockchains for Web 3.0 and Beyond," IEEE Transactions on Systems, Man, and Cybernetics: Systems, pp. 1-10, 2024.

[22] W. Wu, W. Yang, J. Li, Y. Zhao, Z. Zhu, B. Chen, S. Qiu, Y. Peng, and F.-Y. Wang, "Autonomous Crowdsensing: Operating and Organizing Crowdsensing for Sensing Automation," IEEE Transactions on Intelligent Vehicles, pp. 1-6, 2024.

[23] L. Jin, L. Liu, X. Wang, M. Shang, and F.-Y. Wang, "Physical-Informed Neural Network for MPC-based Trajectory Tracking of Vehicles with Noise Considered," IEEE Transactions on Intelligent Vehicles, pp. 1-10, 2024.

[24] X. Liang, J. Li, R. Qin, and F.-Y. Wang, "Trustworthy Intelligent Vehicle Systems Based on TRUE Autonomous Organizations and Operations: A New Perspective," IEEE Transactions on Intelligent Vehicles, pp. 1-10, 2024.

[25] J. Yang, Y. Wang, X. Wang, X. Wang, X. Wang, and F.-Y. Wang, "Generative AI Empowering Parallel Manufacturing: Building a “6S” Collaborative Production Ecology for Manufacturing 5.0," IEEE Transactions on Systems, Man, and Cybernetics: Systems, pp. 1-15, 2024.

[26] Y. Tian, Y. Shen, X. Wang, J. Wang, K. Wang, W. Ding, Z. Wang, and F.-Y. Wang, "Learning Lightweight Dynamic Kernels with Attention Inside via Local–Global Context Fusion," IEEE Transactions on Neural Networks and Learning Systems, pp. 1-15, 2022.

[27] J. Gao, Z. Huang, Y. Lei, H. Shan, J.-Z. Wang, F.-Y. Wang, and J. Zhang, "Deep Rank-Consistent Pyramid Model for Enhanced Crowd Counting," IEEE Transactions on Neural Networks and Learning Systems, pp. 1-14, 2023.

[28] Y. Cao, Y. Wang, J. Wang, Y. Tian, X. Wang, and F.-Y. Wang, "Parameter Identification and Refinement for Parallel PCB Inspection in Cyber–Physical–Social Systems," IEEE Transactions on Computational Social Systems, pp. 1-10, 2023.

[29] B. Zhang, T. Chen, Q. Li, W. Zhang, and F.-Y. Wang, "Spy Balloon or Sputnik Moment: A Comparative Analysis of Public Opinion in China and the United States," IEEE Transactions on Computational Social Systems, pp. 1-12, 2023.

[30] H. Zhang, G. Luo, X. Wang, Y. Li, W. Ding, and F.-Y. Wang, "SASAN: Shape-Adaptive Set Abstraction Network for Point-Voxel 3D Object Detection," IEEE Transactions on Neural Networks and Learning Systems, pp. 1-15, 2023.

[31] T. Zhang, J. Zhang, F.-Y. Wang, P. Xu, T. Gao, H. Zhang, and R. Si, "Parallel System Based Quantitative Assessment and Self-Evolution (PLASE) for Artificial Intelligence of the Active Power Corrective Control," CSEE Journal of Power and Energy Systems, pp. 1-16, 2023.

[32] J. Han, Z. Wang, X. Chen, M. Yang, and F.-Y. Wang, "Digger: A Graph Contraction Algorithm for Patrolling Games," IEEE Transactions on Reliability, pp. 1-13, 2023.

[33] Q. Wei, S. Jiao, F.-Y. Wang, and Q. Dong, "Robust Optimal Parallel Tracking Control Based on Adaptive Dynamic Programming," IEEE Transactions on Cybernetics, pp. 1-14, 2023.

[34] J. Wang, Y. Tang, R. Hare, and and F.-Y. Wang, "Parallel Intelligent Education with ChatGPT," Frontiers of Information Technology & Electronic Engineering, 2023.

[35] J. Qu, R. W. Liu, Y. Gao, Y. Guo, F. Zhu, and and F.-Y. Wang, "Double Domain Guided Real-Time Low-Light Image Enhancement for Ultra-High-Definition Transportation Surveillance," arXiv preprint arXiv:2309.08382, 2023.

[36] S. Yao, J. Yu, Y. Yu, J. Xu, X. Dai, H. Li, F.-Y. Wang, and Y. Lin, "Towards Integrated Traffic Control with Operating Decentralized Autonomous Organization," arXiv preprint arXiv:2308.03769, 2023.

[37] W. Hu, X. Wang, D. Wang, S. Yao, Z. Mao, L. Li, F.-Y. Wang, and Y. Lin, "IR Design for Application-Specific Natural Language: A Case Study on Traffic Data," arXiv preprint arXiv:2307.06983, 2023.

[38] G. Luo, H. Zhang, Q. Yuan, J. Li, W. Wang and F.-Y. Wang, “One Size Fits All: A Unified Traffic Predictor for Capturing the Essential Spatial–Temporal Dependency,” IEEE Transactions on Neural Networks and Learning Systems, pp. 1–15, 2023.

[39] H. Zhang, G. Luo, J. Kang, S. Huang, X. Wang, F.-Y. Wang, “GLaLT: Global-Local Attention-Augmented Light Transformer for Scene Text Recognition,” IEEE Transactions on Neural Networks and Learning Systems, pp. 1–14, 2023.

[40] W. Zheng, L. Yan, W. Zhang and F.-Y. Wang, “Webly Supervised Knowledge-Embedded Model for Visual Reasoning,” IEEE Transactions on Neural Networks and Learning Systems, pp. 1–15, 2023.

[41] Y. Xing, C. Zhao, Z. Li, Y. Zhang, L. Li, F.-Y. Wang, X. Wang, Y. Wang, Y. Su, and D. Cao, "A Right-of-Way Based Strategy to Implement Safe and Efficient Driving at Non-Signalized Intersections for Automated Vehicles," arXiv preprint arXiv:1905.01150, 2019.

[42] J. Zhang, F.-Y. Wang, and S.-Y. Chen, "Token Economics in Energy Systems: Concept, Functionality and Applications," arXiv preprint arXiv: 1808.01261, 2018.

[43] Y. Lin, X. Dai, L. Li, and F.-Y. Wang, "An Efficient Deep Reinforcement Learning Model for Urban Traffic Control," arXiv preprint arXiv:1808.01876, 2018.

[44] W. Zhang, K. Wang, H. Qu, J. Zhao, and F.-Y. Wang, "Scene-Specific Pedestrian Detection Based on Parallel Vision," arXiv preprint arXiv:1712.08745, 2017.

[45] H.-Y. Wu, F.-Y. Wang, and C. Pan, "Who Will Win Practical Artificial Intelligence? AI Engineerings in China," arXiv preprint arXiv:1702.02461, 2017.

Published

[46] G. Xiong, Z. Li, M. Zhao, Y. Zhang, Q. Miao, Y. Lv, F.-Y. Wang, "TrajSGAN: A Semantic-Guiding Adversarial Network for Urban Trajectory Generation," IEEE Transactions on Computational Social Systems, vol. 11, no. 2, pp. 1733-1743, 2024.

[47] X. Xue, X. Yu, D. Zhou, C. Peng, X. Wang, D. Liu, F.-Y. Wang, "Computational Experiments for Complex Social Systems—Part III: The Docking of Domain Models," IEEE Transactions on Computational Social Systems, vol. 11, no. 2, pp. 1766-1780, 2024.

[48] X. Liang, W. Ding, R. Qin, J. Hou, Y. Yuan, X. Wang, F.-Y. Wang, "From cadCAD to casCAD2: A Mechanism Validation and Verification System for Decentralized Autonomous Organizations Based on Parallel Intelligence," IEEE Transactions on Computational Social Systems, vol. 11, no. 2, pp. 2853-2862, 2024.

[49] Z. Wu, S. Liu, Y. Zhou, T. Xu, J. Pan, Z. Zhou, W. Chen, F.-Y. Wang, "VIEA: A Visualization System for Industrial Economics Analysis Based on Trade Data," IEEE Transactions on Computational Social Systems, vol. 11, no. 2, pp. 2807-2818, 2024.

[50] Z. Song, M. Huang, Q. Miao, F.-Y. Wang, "Parallel Learning for Legal Intelligence: A HANOI Approach Based on Unified Prompting," IEEE Transactions on Computational Social Systems, vol. 11, no. 2, pp. 2765-2775, 2024.

[51] Q. Xie, M. Zhao, R. Li, W. Li, X. Zheng, Y. Li, R. Qin, X. Wang, F.-Y. Wang, "Efficiency Evaluation of Insurance Companies from Multiperiod Perspective," IEEE Transactions on Computational Social Systems, vol. 11, no. 2, pp. 2656-2674, 2024.

[52] W. Zheng, L. Yan, L. Chen, Q. Li, F.-Y. Wang, "Knowledge-Embedded Mutual Guidance for Visual Reasoning," IEEE Transactions on Cybernetics, vol. 54, no. 4, pp. 2579-2591, 2024.

[53] Z. Shen, G. Zhou, H. Huang, C. Huang, Y. Wang, F.-Y. Wang, "Convex Optimization-Based Trajectory Planning for Quadrotors Landing on Aerial Vehicle Carriers," IEEE Transactions on Intelligent Vehicles, vol. 9, no. 1, pp. 138-150, 2024.

[54] Y. Ai, Y. Liu, Y. Gao, C. Zhao, X. Cheng, J. Han, B. Tian, L. Chen, F.-Y. Wang, "PMWorld: A Parallel Testing Platform for Autonomous Driving in Mines," IEEE Transactions on Intelligent Vehicles, vol. 9, no. 1, pp. 1402-1411, 2024.

[55] Z. Wang, L. Chen, F.-Y. Wang, "Fuzzy Inference Attention Module for Unsupervised Domain Adaptation," IEEE Transactions on Fuzzy Systems, vol. 32, no. 4, pp. 1706-1718, 2024.

[56] T. Li, Q. Wei, F.-Y. Wang, "Multistep Look-Ahead Policy Iteration for Optimal Control of Discrete-Time Nonlinear Systems with Isoperimetric Constraints," IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 54, no. 3, pp. 1414-1426, 2024.

[57] M. Zhou, Z. Hou, X. Wu, H. Dong, F.-Y. Wang, "Integration of Train Regulation and Speed Profile Optimization Based on Feature Learning and Hybrid Search Algorithm," IEEE Transactions on Computational Social Systems, vol. 11, no. 2, pp. 2535-2544, 2024.

[58] X. Xue, D. Zhou, X. Yu, G. Wang, J. Li, X. Xie, L. Cui, F.-Y. Wang, "Computational Experiments for Complex Social Systems: Experiment Design and Generative Explanation," IEEE/CAA Journal of Automatica Sinica, vol. 11, no. 4, pp. 1022-1038, 2024.

[59] J. Li, R. Qin, S. Guan, X. Xue, P. Zhu, F.-Y. Wang, "Digital CEOs in Digital Enterprises: Automating, Augmenting, and Parallel in Metaverse/CPSS/TAOs," IEEE/CAA Journal of Automatica Sinica, vol. 11, no. 4, pp. 820-823, 2024.

[60] F.-Y. Wang, Q. Miao, L. Li, Q. Ni, X. Li, J. Li, L. Fan, Y. Tian, Q. Han, "When Does Sora Show: The Beginning of TAO to Imaginative Intelligence and Scenarios Engineering," IEEE/CAA Journal of Automatica Sinica, vol. 11, no. 4, pp. 809-815, 2024.

[61] H. Zhang, G. Xie, X. Zou, C. Zhang, Z. Li, R. Qin, G. Xiong, and F.-Y. Wang, "Asynchronous Threshold ECDSA with Batch Processing," IEEE Transactions on Computational Social Systems, vol. 11, no. 1, pp. 566-575, 2024.

[62] G. Wang, R. Qin, J. Li, F.-Y. Wang, Y. Gan, and L. Yan, "A Novel DAO-Based Parallel Enterprise Management Framework in Web3 Era," IEEE Transactions on Computational Social Systems, vol. 11, no. 1, pp. 839-848, 2024.

[63] T. Chen, B. Zhang, X. Wang, W. Zhang, C. Hon, W. Di, L. Chen, Q. Li, and F.-Y. Wang, "Public Opinion Evolution in Cyberspace: A Case Analysis of Pelosi’s Visit to Taiwan," IEEE Transactions on Computational Social Systems, vol. 11, no. 1, pp. 319-329, 2024.

[64] T. Wang, P. Ye, H. Lv, W. Gong, H. Lu, and F.-Y. Wang, "Modeling Digital Personality: A Fuzzy-Logic-Based Myers–Briggs Type Indicator for Fine-Grained Analytics of Digital Human," IEEE Transactions on Computational Social Systems, vol. 11, no. 1, pp. 1096-1107, 2024.

[65] L. Xu, T. Chen, Z. Hou, W. Zhang, C. Hon, X. Wang, D. Wang, L. Chen, W. Zhu, Y. Tian, H. Ning, and F.-Y. Wang, "Knowledge Graph-Based Reinforcement Federated Learning for Chinese Question and Answering," IEEE Transactions on Computational Social Systems, vol. 11, no. 1, pp. 1035-1045, 2024.

[66] Y. Liu, B. Tian, Y. Lv, L. Li, and F.-Y. Wang, "Point Cloud Classification Using Content-Based Transformer via Clustering in Feature Space," IEEE/CAA Journal of Automatica Sinica, vol. 11, no. 1, pp. 231-239, 2024.

[67] X. Peng, C. Chang, F.-Y. Wang, and L. Li, "Robust Multitask Learning with Sample Gradient Similarity," IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 54, no. 1, pp. 497-506, 2024.

[68] W. Zheng, L. Yan, and F.-Y. Wang, "So Many Heads, So Many Wits: Multimodal Graph Reasoning for Text-Based Visual Question Answering," IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 54, no. 2, pp. 854-865, 2024.

[69] X. Xue, Y. Shen, X. Yu, D. Zhou, X. Wang, G. Wang, and F.-Y. Wang, "Computational Experiments: A New Analysis Method for Cyber-Physical-Social Systems," IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 54, no. 2, pp. 813-826, 2024.

[70] Q. Wei, Y. Li, J. Zhang, and F.-Y. Wang, "VGN: Value Decomposition with Graph Attention Networks for Multiagent Reinforcement Learning," IEEE Transactions on Neural Networks and Learning Systems, vol. 35, no. 1, pp. 182-195, 2024.

[71] T. Wang, Y. Zhu, P. Ye, W. Gong, H. Lu, H. Mo, and F.-Y. Wang, "A New Perspective for Computational Social Systems: Fuzzy Modeling and Reasoning for Social Computing in CPSS," IEEE Transactions on Computational Social Systems, vol. 11, no. 1, pp. 101-116, 2024.

[72] W. Duan, X. Wang, G. Guo, and F.-Y. Wang, "Modeling Human Temporal and Spatial Structured Contacts for Epidemic Prediction," IEEE Transactions on Computational Social Systems, vol. 11, no. 1, pp. 340-351, 2024.

[73] Q. Fang, G. Xiong, M. Zhou, T.-S. Tamir, C. Yan, H. Wu, Z. Shen, and F.-Y. Wang, "Process Monitoring, Diagnosis and Control of Additive Manufacturing," IEEE Transactions on Automation Science and Engineering, vol. 21, no. 1, pp. 1041-1067, 2024.

[74] Y. Lu, C. Guo, X. Dai, and F.-Y. Wang, "ArtCap: A Dataset for Image Captioning of Fine Art Paintings," IEEE Transactions on Computational Social Systems, vol. 11, no. 1, pp. 576-587, 2024.

[75] N. Qi, Y. Yuan, and F.-Y. Wang, "DAG-BLOCK: A Novel Architecture for Scaling Blockchain-Enabled Cryptocurrencies," IEEE Transactions on Computational Social Systems, vol. 11, no. 1, pp. 378-388, 2024.

[76] F.-Y. Wang, "Drive Like a Machine: A Green Reflection of Red Flag Acts for Intelligent Vehicles," IEEE Intelligent Transportation Systems Magazine, vol. 16, no. 1, pp. 199-202, 2024.

[77] L. Chen, Y. Xie, Y. Wang, S. Ge, and F.-Y. Wang, "Sustainable Mining in the Era of Artificial Intelligence," IEEE/CAA Journal of Automatica Sinica, vol. 11, no. 1, pp. 1-4, 2024.

[78] F.-Y. Wang, and Y. Shen, "Parallel Light Fields: A Perspective and A Framework," IEEE/CAA Journal of Automatica Sinica, vol. 11, no. 2, pp. 542-544, 2024.

[79] L. Fan, C. Zeng, Y. Wang, J. Ma, and F.-Y. Wang, "Social Radars: Finding Targets in Cyberspace for Cybersecurity," IEEE/CAA Journal of Automatica Sinica, vol. 11, no. 2, pp. 279-282, 2024.

[80] X. Zeng, T. Zhou, Z. Bao, H. Zhao, L. Chen, X. Wang, and F.-Y. Wang, "Feature-Contrastive Graph Federated Learning: Responsible AI in Graph Information Analysis," IEEE Transactions on Computational Social Systems, vol. 10, no. 6, pp. 2938-2948, 2023.

[81] W. Zhang, Z. Bao, Y. Liu, L. Xu, Q. Lu, H. Ning, X. Wang, S. Yang, and F.-Y. Wang, Z. Li, "CFSL: A Credible Federated Self-Learning Framework," IEEE Internet of Things Journal, vol. 10, no. 24, pp. 21349-21362, 2023.

[82] X. Wang, X. Wang, S. Ma, W. Chen, and F.-Y. Wang, "Vehicular Visualization: Enhancing Mobility Decisions with Human–Machine Interactions," IEEE Transactions on Intelligent Vehicles, vol. 8, no. 11, pp. 4653-4663, 2023.

[83] S. Han, F.-Y. Wang, G. Luo, L. Li, and F. Qu, "Parallel Surfaces: Service-Oriented V2X Communications for Autonomous Vehicles," IEEE Transactions on Intelligent Vehicles, vol. 8, no. 11, pp. 4536-4545, 2023.

[84] Z. Jing, L. Li, Y. Lyu, R. Wang, Y. Wang, D. Wang, and F.-Y. Wang, "Autonomous Services: The Evolution of Services Through Intelligent Vehicles," IEEE Transactions on Intelligent Vehicles, vol. 8, no. 11, pp. 4468-4473, 2023.

[85] J. Yang, X. Wang, Y. Tian, X. Wang, and F.-Y. Wang, "Parallel Intelligence in CPSSs: Being, Becoming, and Believing," IEEE Intelligent Systems, vol. 38, no. 6, pp. 75-80, 2023.

[86] X. Wang, Y. Wang, M. Netto, L. Stapleton, Z. Wan, and F.-Y. Wang, "Smart Decentralized Autonomous Organizations and Operations for Smart Societies: Human–Autonomous Organizations for Industry 5.0 and Society 5.0," IEEE Intelligent Systems, vol. 38, no. 6, pp. 70-74, 2023.

[87] L. Ouyang, F.-Y. Wang, Y. Tian, X. Jia, H. Qi, and G. Wang, "Artificial Identification: A Novel Privacy Framework for Federated Learning Based on Blockchain," IEEE Transactions on Computational Social Systems, vol. 10, no. 6, pp. 3576-3585, 2023.

[88] S. Fan, F. Zhu, Z. Feng, Y. Lv, M. Song, and F.-Y. Wang, "Conservative-Progressive Collaborative Learning for Semi-Supervised Semantic Segmentation," IEEE Transactions on Image Processing, vol. 32, pp. 6183-6194, 2023.

[89] W. Zheng, L. Yan, and F.-Y. Wang, "Two Birds with One Stone: Knowledge-Embedded Temporal Convolutional Transformer for Depression Detection and Emotion Recognition," IEEE Transactions on Affective Computing, vol. 14, no. 4, pp. 2595-2613, 2023.

[90] R. Song, X. Li, X. Zhao, M. Liu, J. Zhou, and F.-Y. Wang, "Identifying Critical Test Scenarios for Lane Keeping Assistance System Using Analytic Hierarchy Process and Hierarchical Clustering," IEEE Transactions on Intelligent Vehicles, vol. 8, no. 10, pp. 4370-4380, 2023.

[91] L. Guo, C. Shan, T. Shi, X. Li, and F.-Y. Wang, "A Vectorized Representation Model for Trajectory Prediction of Intelligent Vehicles in Challenging Scenarios," IEEE Transactions on Intelligent Vehicles, vol. 8, no. 10, pp. 4301-4306, 2023.

[92] C. Zhao, X. Wang, Y. Lv, Y. Tian, Y. Lin, and F.-Y. Wang, "Parallel Transportation in TransVerse: From Foundation Models to DeCAST," IEEE Transactions on Intelligent Transportation Systems, vol. 24, no. 12, pp. 15310-15327, 2023.

[93] X. Zhang, X. Zheng, W. Mao, D.-D. Zeng, and F.-Y. Wang, "Hashing Fake: Producing Adversarial Perturbation for Online Privacy Protection Against Automatic Retrieval Models," IEEE Transactions on Computational Social Systems, vol. 10, no. 6, pp. 3241-3251, 2023.

[94] G. Wang, J. Li, X. Wang, J. Li, Y. Yuan, and F.-Y. Wang, "Blockchain-Based Crypto Management for Reliable Real-Time Decision-Making," IEEE Transactions on Computational Social Systems, vol. 10, no. 6, pp. 3333-3342, 2023.

[95] T. Yang, Y. Li, Y. Qian, and F.-Y. Wang, "Consistent Matrix: A Feature Selection Framework for Large-Scale Datasets," IEEE Transactions on Fuzzy Systems, vol. 31, no. 11, pp. 4024-4038, 2023.

[96] Y. Tian, X. Li, H. Zhang, C. Zhao, B. Li, X. Wang, X. Wang, and F.-Y. Wang, "VistaGPT: Generative Parallel Transformers for Vehicles with Intelligent Systems for Transport Automation," IEEE Transactions on Intelligent Vehicles, vol. 8, no. 9, pp. 4198-4207, 2023.

[97] F.-Y. Wang, Y. Lin, P.-A. Ioannou, L. Vlacic, X. Liu, A. Eskandarian, Y. Lv, X. Na, D. Cebon, J. Ma, L. Li, and C. Olaverri-Monreal, "Transportation 5.0: The DAO to Safe, Secure, and Sustainable Intelligent Transportation Systems," IEEE Transactions on Intelligent Transportation Systems, vol. 24, no. 10, pp. 10262-10278, 2023.

[98] Y. Wang, M. Kang, Y. Liu, J. Li, K. Xue, X. Wang, J. Du, Y. Tian, Q. Ni, and F.-Y. Wang, "Can Digital Intelligence and Cyber-Physical-Social Systems Achieve Global Food Security and Sustainability?" IEEE/CAA Journal of Automatica Sinica, vol. 10, no. 11, pp. 2070-2080, 2023.

[99] J. Li, J. Li, X. Wang, R. Qin, Y. Yuan, and F.-Y. Wang, "Multi-Blockchain Based Data Trading Markets with Novel Pricing Mechanisms," IEEE/CAA Journal of Automatica Sinica, vol. 10, no. 12, pp. 2222-2232, 2023.

[100] X. Peng, F.-Y. Wang, and L. Li, "Towards Better Generalization of Deep Neural Networks via Non-Typicality Sampling Scheme," IEEE Transactions on Neural Networks and Learning Systems, vol. 34, no. 10, pp. 7910-7920, 2023.

[101] K. Xia, W. Duch, Y. Sun, K. Xu, W. Fang, H. Luo, Y. Zhang, D. Sang, X. Xu, F.-Y. Wang, and D. Wu, "Privacy-Preserving Brain–Computer Interfaces: A Systematic Review," IEEE Transactions on Computational Social Systems, vol. 10, no. 5, pp. 2312-2324, 2023.

[102] G. Xiong, T.-S. Tamir, Z. Shen, X. Shang, H. Wu, and F.-Y. Wang, "A Survey on Social Manufacturing: A Paradigm Shift for Smart Prosumers," IEEE Transactions on Computational Social Systems, vol. 10, no. 5, pp. 2504-2522, 2023.

[103] X. Zhang, X. Zheng, B. Liu, X. Wang, W. Mao, D.-D. Zeng, and F.-Y. Wang, "Towards Human–Machine Recognition Alignment: An Adversarilly Robust Multimodal Retrieval Hashing Framework," IEEE Transactions on Computational Social Systems, vol. 10, no. 5, pp. 2847-2859, 2023.

[104] M. Zhou, H. Dong, P.-A. Ioannou, and F.-Y. Wang, "Crowd Evacuation with Multi-Modal Cooperative Guidance in Subway Stations: Computational Experiments and Optimization," IEEE Transactions on Computational Social Systems, vol. 10, no. 5, pp. 2536-2545, 2023.

[105] Y. Wang, X. Wang, X. Wang, J. Yang, O. Kwan, L. Li, and F.-Y. Wang, "The ChatGPT After: Building Knowledge Factories for Knowledge Workers with Knowledge Automation," IEEE/CAA Journal of Automatica Sinica, vol. 10, no. 11, pp. 2041-2044, 2023.

[106] J. Li, and F.-Y. Wang, "The TAO of Blockchain Intelligence for Intelligent Web 3.0," IEEE/CAA Journal of Automatica Sinica, vol. 10, no. 12, pp. 2183-2186, 2023.

[107] L. Chen, S. Teng, B. Li, X. Na, Y. Li, Z. Li, J. Wang, D. Cao, N. Zheng, and F.-Y. Wang, "Milestones in Autonomous Driving and Intelligent Vehicles—Part II: Perception and Planning," IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 53, no. 10, pp. 6401-6415, 2023.

[108] Y. Sun, Y. Hu, H. Zhang, F.-Y. Wang, and H. Chen, "A Parallel Emission Regulatory System for Intelligent Transportation: The Generic Framework and Its Case Study on NOx," IEEE Transactions on Intelligent Vehicles, vol. 8, no. 8, pp. 4081-4093, 2023.

[109] W. Zhang, Z. Pei, and F.-Y. Wang, "FeatsFlow: Traceable Representation Learning Based on Normalizing Flows," Engineering Applications of Artificial Intelligence, vol. 126, pp. 107151, 2023.

[110] X. Liu, M. Zhou, H. Dong, X. Wu, Y. Li, and F.-Y. Wang, "ADMM-Based Joint Rescheduling Method for High-Speed Railway Timetabling and Platforming in Case of Uncertain Perturbation," Transportation Research Part C: Emerging Technologies, vol. 152, pp. 104150, 2023.

[111] X. Peng, F.-Y. Wang, and L. Li, "MixGradient: A Gradient-Based Re-Weighting Scheme with Mixup for Imbalanced Data Streams," Neural Networks, vol. 161, pp. 525-534, 2023.

[112] J. Gao, J. Li, H. Shan, Y. Qu, J. Z. Wang, F.-Y. Wang, and J. Zhang, "Forget Less, Count Better: A Domain-Incremental Self-Distillation Learning Benchmark for Lifelong Crowd Counting," Frontiers of Information Technology & Electronic Engineering, vol. 24, no. 2, pp. 187-202, 2023.

[113] X. Li, K. Wang, X. Gu, F. Deng, and F.-Y. Wang, “ParallelEye Pipeline: An Effective Method to Synthesize Images for Improving the Visual Intelligence of Intelligent Vehicles,” IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 53, no. 9, pp. 5545–5556, 2023.

[114] W. Ding, J. Li, R. Qin, R. Kozma, and F.-Y. Wang, “A New Architecture and Mechanism for Decentralized Science MetaMarkets,” IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 53, no. 9, pp. 5321–5330, 2023.

[115] L. Chen, Y. Li, C. Huang, Y. Xing, D. Tian, L. Li, Z. Hu, S. Teng, C. Lv, J. Wang, D. Cao, N. Zheng, and F.-Y. Wang, “Milestones in Autonomous Driving and Intelligent Vehicles—Part I: Control, Computing System Design, Communication, HD Map, Testing, and Human Behaviors,” IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 53, no. 9, pp. 5831–5847, 2023.

[116] T. Bai, C. Guo, Y. Liu, Y. Lu, X. Dai and F.-Y. Wang, “Parallel Calligraphy Robot: Framework and System Implementation,” IEEE Journal of Radio Frequency Identification, vol. 7, pp. 163–167, 2023.

[117] C. Chang, D. Cao, L. Chen, K. Su, K. Su, Y. Su, F.-Y. Wang, J. Wang, P. Wang, J. Wei, G. Wu, X. Wu, H. Xu, N. Zheng and L. Li, “MetaScenario: A Framework for Driving Scenario Data Description, Storage and Indexing,” IEEE Transactions on Intelligent Vehicles, vol. 8, no. 2, pp. 1156–1175, Feb. 2023.

[118] L. Chen, Y. Li, C. Huang, B. Li, Y. Xing, D. Tian, L. Li, Z. Hu, X. Na, Z. Li, S. Teng, C. Lv, J. Wang, D. Cao, N. Zheng and F.-Y. Wang, “Milestones in Autonomous Driving and Intelligent Vehicles: Survey of Surveys,” IEEE Transactions on Intelligent Vehicles, vol. 8, no. 2, pp. 1046–1056, Feb. 2023.

[119] W. Ding, X. Liang, J. Hou, J. Li, Y. Rouabah, Y. Yuan and F.-Y. Wang, “A Novel Approach for Predictable Governance of Decentralized Autonomous Organizations Based on Parallel Intelligence,” IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 53, no. 5, pp. 3092–3103, May 2023.

[120] L. Fan, D. Cao, C. Zeng, B. Li, Y. Li and F.-Y. Wang, “Cognitive-Based Crack Detection for Road Maintenance: An Integrated System in Cyber-Physical-Social Systems,” IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 53, no. 6, pp. 3485–3500, Jun. 2023.

[121] L. Fan, S. Li, Y. Li, B. Li, D. Cao and F.-Y. Wang, “Pavement Cracks Coupled with Shadows: A New Shadow-Crack Dataset and A Shadow-Removal-Oriented Crack Detection Approach,” IEEE/CAA Journal of Automatica Sinica, vol. 10, no. 7, pp. 1593–1607, Jul. 2023.

[122] Y. Gao, W. Tong, E. Q. Wu, W. Chen, G. Zhu and F.-Y. Wang, “Chat with ChatGPT on Interactive Engines for Intelligent Driving,” IEEE Transactions on Intelligent Vehicles, vol. 8, no. 3, pp. 2034–2036, Mar. 2023.

[123] C. Guo, Y. Lu, Y. Dou and F.-Y. Wang, “Can ChatGPT Boost Artistic Creation: The Need of Imaginative Intelligence for Parallel Art,” IEEE/CAA Journal of Automatica Sinica, vol. 10, no. 4, pp. 835–838, Apr. 2023.

[124] M. Kang, X. Wang, H. Wang, J. Hua, P. D. Reffye and F.-Y. Wang, “The Development of AgriVerse: Past, Present, and Future,” IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 53, no. 6, pp. 3718–3727, Jun. 2023.

[125] B. Li, D. Cao, S. Tang, T. Zhang, H. Dong, Y. Wang and F.-Y. Wang, “Sharing Traffic Priorities via Cyber–Physical–Social Intelligence: A Lane-Free Autonomous Intersection Management Method in Metaverse,” IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 53, no. 4, pp. 2025–2036, Apr. 2023.

[126] B. Li, L. Fan, Y. Ouyang, S. Tang, X. Wang, D. Cao and F.-Y. Wang, “Online Competition of Trajectory Planning for Automated Parking: Benchmarks, Achievements, Learned Lessons, and Future Perspectives,” IEEE Transactions on Intelligent Vehicles, vol. 8, no. 1, pp. 16–21, Jan. 2023.

[127] J. Li, L. Cheng, X. Zheng and F.-Y. Wang, “Analyzing the Stock Volatility Spillovers in Chinese Financial and Economic Sectors,” IEEE Transactions on Computational Social Systems, vol. 10, no. 1, pp. 269–284, Feb. 2023.

[128] J. Li, R. Qin and F.-Y. Wang, “The Future of Management: DAO to Smart Organizations and Intelligent Operations,” IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 53, no. 6, pp. 3389–3399, Jun. 2023.

[129] L. Li, Y. Lin, Y. Wang and F.-Y. Wang, “Simulation Driven AI: From Artificial to Actual and Vice Versa,” IEEE Intelligent Systems, vol. 38, no. 1, pp. 3–8, Jan. 2023.

[130] X. Li, H. Duan, B. Liu, X. Wang and F.-Y. Wang, “A Novel Framework to Generate Synthetic Video for Foreground Detection in Highway Surveillance Scenarios,” IEEE Transactions on Intelligent Transportation Systems, vol. 24, no. 6, pp. 5958–5970, Jun. 2023.

[131] X. Li, Y. Tian, P. Ye, H. Duan and F.-Y. Wang, “A Novel Scenarios Engineering Methodology for Foundation Models in Metaverse,” IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 53, no. 4, pp. 2148–2159, Apr. 2023.

[132] J. Liang, Y. Tang, R. Hare, B. Wu and F.-Y. Wang, “A Learning-Embedded Attributed Petri Net to Optimize Student Learning in a Serious Game,” IEEE Transactions on Computational Social Systems, vol. 10, no. 3, pp. 869–877, Jun. 2023.

[133] K. Liu, L. Chen, L. Li, H. Ren and F.-Y. Wang, “MetaMining: Mining in the Metaverse,” IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 53, no. 6, pp. 3858–3867, Jun. 2023.

[134] J. Lu, L. Han, Q. Wei, X. Wang, X. Dai and F.-Y. Wang, “Event-Triggered Deep Reinforcement Learning Using Parallel Control: A Case Study in Autonomous Driving,” IEEE Transactions on Intelligent Vehicles, vol. 8, no. 4, pp. 2821–2831, Apr. 2023.

[135] J. Lu, Q. Wei, T. Zhou, Z. Wang and F.-Y. Wang, “Event-Triggered Near-Optimal Control for Unknown Discrete-Time Nonlinear Systems Using Parallel Control,” IEEE Transactions on Cybernetics, vol. 53, no. 3, pp. 1890–1904, Mar. 2023.

[136] Y. Lu, C. Guo, X. Dai and F.-Y. Wang, “Generating Emotion Descriptions for Fine Art Paintings Via Multiple Painting Representations,” IEEE Intelligent Systems, vol. 38, no. 3, pp. 31–40, May 2023.

[137] G. Luo, H. Zhang, Q. Yuan, J. Li and F.-Y. Wang, “ClusterST: Clustering Spatial–Temporal Network for Traffic Forecasting,” IEEE Transactions on Intelligent Transportation Systems, vol. 24, no. 1, pp. 706–717, Jan. 2023.

[138] Q. Miao, Y. Lv, M. Huang, X. Wang and F.-Y. Wang, “Parallel Learning: Overview and Perspective for Computational Learning Across Syn2Real and Sim2Real,” IEEE/CAA Journal of Automatica Sinica, vol. 10, no. 3, pp. 603–631, Mar. 2023.

[139] Q. Miao, W. Zheng, Y. Lv, M. Huang, W. Ding and F.-Y. Wang, “DAO to HANOI via DeSci: AI Paradigm Shifts from AlphaGo to ChatGPT,” IEEE/CAA Journal of Automatica Sinica, vol. 10, no. 4, pp. 877–897, Apr. 2023.

[140] H. Mo, H. Hu, J. Hu, Y. Li, X. Wang and F.-Y. Wang, “Interval Type-2 Fuzzy Risk Evaluation and Prevention for Parallel Breast Cancer Treatment System,” IEEE Transactions on Computational Social Systems, vol. 10, no. 2, pp. 673–685, Apr. 2023.

[141] Y. Qin, W. Hua, J. Jin, J. Ge, X. Dai, L. Li, X. Wang and F.-Y. Wang, “AUTOSIM: Automated Urban Traffic Operation Simulation via Meta-Learning,” IEEE/CAA Journal of Automatica Sinica, vol. 10, no. 9, pp. 1871–1881, Sep. 2023.

[142] T. Shen, S. -S. Huang, D. Li, Z. Lu, F.-Y. Wang and H. Huang, “VirtualClassroom: A Lecturer-Centered Consumer-Grade Immersive Teaching System in Cyber–Physical–Social Space,” IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 53, no. 6, pp. 3501–3513, Jun. 2023.

[143] T. Shen, D. Li, F.-Y. Wang and H. Huang, “Depth-Aware Multi-Person 3D Pose Estimation with Multi-Scale Waterfall Representations,” IEEE Transactions on Multimedia, vol. 25, pp. 1439–1451, 2023.

[144] C. Sun, S. Li, D. Cao, F.-Y. Wang and A. Khajepour, “Tabular Learning-Based Traffic Event Prediction for Intelligent Social Transportation System,” IEEE Transactions on Computational Social Systems, vol. 10, no. 3, pp. 1199–1210, Jun. 2023.

[145] Y. Sun, Y. Hu, H. Zhang, F.-Y. Wang and H. Chen, “A Parallel Supervision System for Vehicle CO2 Emissions Based on OBD-Independent Information,” IEEE Transactions on Intelligent Vehicles, vol. 8, no. 3, pp. 2077–2087, Mar. 2023.

[146] F. Tian, Z. Li, F.-Y. Wang and L. Li, “Parallel Learning-Based Steering Control for Autonomous Driving,” IEEE Transactions on Intelligent Vehicles, vol. 8, no. 1, pp. 379–389, Jan. 2023.

[147] F.-Y. Wang, “Forward to the Past: CASTLab’s Cyber-Social-Physical Approach for ITS in 1999,” IEEE Intelligent Transportation Systems Magazine, vol. 15, no. 4, pp. 171–175, Jul. 2023.

[148] F.-Y. Wang, “New Control Paradigm for Industry 5.0: From Big Models to Foundation Control and Management,” IEEE/CAA Journal of Automatica Sinica, vol. 10, no. 8, pp. 1643–1646, Aug. 2023.

[149] F.-Y. Wang, Q. Miao, X. Li, X. Wang and Y. Lin, “What Does ChatGPT Say: The DAO from Algorithmic Intelligence to Linguistic Intelligence,” IEEE/CAA Journal of Automatica Sinica, vol. 10, no. 3, pp. 575–579, Mar. 2023.

[150] X. Wang, J. Yang, Y. Wang, Q. Miao, F.-Y. Wang, A. Zhao, J. -L. Deng, L. Li, X. Na and L. Vlacic, “Steps Toward Industry 5.0: Building ‘6S’ Parallel Industries with Cyber-Physical-Social Intelligence,” IEEE/CAA Journal of Automatica Sinica, vol. 10, no. 8, pp. 1692–1703, Aug. 2023.

[151] Q. Wei, H. Li, T. Li and F.-Y. Wang, “A Novel Data-Based Fault-Tolerant Control Method for Multicontroller Linear Systems via Distributed Policy Iteration,” IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 53, no. 5, pp. 3176–3186, May 2023.

[152] Q. Wei, H. Li and F.-Y. Wang, “A Novel Parallel Control Method for Continuous-Time Linear Output Regulation with Disturbances,” IEEE Transactions on Cybernetics, vol. 53, no. 6, pp. 3760–3770, Jun. 2023.

[153] Z. Wei, H. Zhao, Z. Li, X. Bu, Y. Chen, X. Zhang, Y. Lv and F.-Y. Wang, “STGSA: A Novel Spatial-Temporal Graph Synchronous Aggregation Model for Traffic Prediction,” IEEE/CAA Journal of Automatica Sinica, vol. 10, no. 1, pp. 226–238, Jan. 2023.

[154] W. Xu, C. Zhao, J. Cheng, Y. Wang, Y. Tang, T. Zhang, Z. Yuan, Y. Lv and F.-Y. Wang, “Transformer-Based Macroscopic Regulation for High-Speed Railway Timetable Rescheduling,” IEEE/CAA Journal of Automatica Sinica, vol. 10, no. 9, pp. 1822–1833, Sep. 2023.

[155] X. Xue, X. Yu and F.-Y. Wang, “ChatGPT Chats on Computational Experiments: From Interactive Intelligence to Imaginative Intelligence for Design of Artificial Societies and Optimization of Foundational Models,” IEEE/CAA Journal of Automatica Sinica, vol. 10, no. 6, pp. 1357–1360, Jun. 2023.

[156] L. Yang, X. Wang, J. Zhang, J. Yang, Y. Xu, J. Hou, K. Xin and F.-Y. Wang, “HackGAN: Harmonious Cross-Network Mapping Using CycleGAN with Wasserstein–Procrustes Learning for Unsupervised Network Alignment,” IEEE Transactions on Computational Social Systems, vol. 10, no. 2, pp. 746–759, Apr. 2023.

[157] X. Zeng, Z. Yu, W. Zhang, X. Wang, Q. Lu, T. Wang, M. Gu, Y. Tian and F.-Y. Wang, “Homophily Learning-Based Federated Intelligence: A Case Study on Industrial IoT Equipment Failure Prediction,” IEEE Internet of Things Journal, vol. 10, no. 8, pp. 7356–7365, Apr. 2023.

[158] H. Zhang, G. Luo, Y. Li and F.-Y. Wang, “Parallel Vision for Intelligent Transportation Systems in Metaverse: Challenges, Solutions, and Potential Applications,” IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 53, no. 6, pp. 3400–3413, Jun. 2023.

[159] J. Zhang, J. Pu, J. Xue, M. Yang, X. Xu, X. Wang and F.-Y. Wang, “HiVeGPT: Human-Machine-Augmented Intelligent Vehicles with Generative Pre-Trained Transformer,” IEEE Transactions on Intelligent Vehicles, vol. 8, no. 3, pp. 2027–2033, Mar. 2023.

[160] W. Zhang, F. Yu, X. Wang, X. Zeng, H. Zhao, Y. Tian, F.-Y. Wang, L. Li and Z. Li, “R2Fed: Resilient Reinforcement Federated Learning for Industrial Applications,” IEEE Transactions on Industrial Informatics, vol. 19, no. 8, pp. 8829–8840, Aug. 2023.

[161] Y. Zhu, Z. Li, F.-Y. Wang and L. Li, “Control Sequences Generation for Testing Vehicle Extreme Operating Conditions Based on Latent Feature Space Sampling,” IEEE Transactions on Intelligent Vehicles, vol. 8, no. 4, pp. 2712–2722, Apr. 2023.

[162] Z. Zhu, X. Wang, Y. Zhao, S. Qiu, Z. Liu, B. Chen and F.-Y. Wang, "Crowdsensing Intelligence by Decentralized Autonomous Vehicles Organizations and Operations," IEEE Transactions on Intelligent Vehicles, vol. 7, no. 4, pp. 804-808, Dec. 2022.

[163] X. Zhu, W. Hu, Z. Deng, J. Zhang, F. Hu, R. Zhou, K. Li and F.-Y. Wang, "Interaction-Aware Cut-In Trajectory Prediction and Risk Assessment in Mixed Traffic," IEEE/CAA Journal of Automatica Sinica, vol. 9, no. 10, pp. 1752-1762, Oct. 2022.

[164] H. Zhu, H. Shan, Y. Zhang, L. Che, X. Xu, J. Zhang, J. Shi and F.-Y. Wang, "Convolutional Ordinal Regression Forest for Image Ordinal Estimation," IEEE Transactions on Neural Networks and Learning Systems, vol. 33, no. 8, pp. 4084-4095, Aug. 2022.

[165] M. Zhou, H. Dong, X. Liu, H. Zhang and F.-Y. Wang, "Integrated Timetable Rescheduling for Multidispatching Sections of High-Speed Railways During Large-Scale Disruptions," IEEE Transactions on Computational Social Systems, vol. 9, no. 2, pp. 366-375, Apr. 2022.

[166] M. Zhou, H. Dong, S. Ge, X. Wang and F.-Y. Wang, "Robot-Guided Crowd Evacuation in a Railway Hub Station in Case of Emergencies," Journal of Intelligent & Robotic Systems, vol. 104, no. 4, p. 67, Apr. 2022.

[167] X. Zheng, H. Tian, Z. Wan, X. Wang, D. D. Zeng and F.-Y. Wang, "Game Starts at Gamestop: Characterizing the Collective Behaviors and Social Dynamics in the Short Squeeze Episode," IEEE Transactions on Computational Social Systems, vol. 9, no. 1, pp. 45-58, Feb. 2022.

[168] W. Zheng, L. Yan, C. Gou and F.-Y. Wang, "Meta-Learning Meets the Internet of Things: Graph Prototypical Models for Sensor-Based Human Activity Recognition," Information Fusion, vol. 80, pp. 1-22, Apr. 2022.

[169] W. Zheng, L. Yan, C. Gou and F.-Y. Wang, "Fuzzy Deep Forest with Deep Contours Feature for Leaf Cultivar Classification," IEEE Transactions on Fuzzy Systems, vol. 30, no. 12, pp. 5431-5444, Dec. 2022.

[170] W. Zheng, L. Yan, C. Gou and F.-Y. Wang, "Computational Knowledge Vision: Paradigmatic Knowledge Based Prescriptive Learning and Reasoning for Perception and Vision," Artificial Intelligence Review, vol. 55, no. 8, pp. 5917-5952, Dec. 2022.

[171] W. Zheng, L. Yan, C. Gou and F.-Y. Wang, "An ACP-Based Parallel Approach for Color Image Encryption Using Redundant Blocks," IEEE Transactions on Cybernetics, vol. 52, no. 12, pp. 13181-13196, Dec. 2022.

[172] M. Zhao, G. Xiong, M. Zhou, Z. Shen, S. Liu, Y. Han and F.-Y. Wang, "PCUNet: A Context-Aware Deep Network for Coarse-To-Fine Point Cloud Completion," IEEE Sensors Journal, vol. 22, no. 15, pp. 15098-15110, Aug. 2022.

[173] C. Zhao, Y. Lv, J. Jin, Y. Tian, J. Wang and F.-Y. Wang, "DeCAST in TransVerse for Parallel Intelligent Transportation Systems and Smart Cities: Three Decades and Beyond," IEEE Intelligent Transportation Systems Magazine, vol. 14, no. 6, pp. 6-17, Nov. 2022.

[174] C. Zhao, X. Dai, Y. Lv, Y. Tian, Y. Ren and F.-Y. Wang, "Foundation Models for Transportation Intelligence: ITS Convergence in TransVerse," IEEE Intelligent Systems, vol. 37, no. 6, pp. 77-82, Nov. 2022.

[175] W. Zhang, J. Wang, Y. Wang and F.-Y. Wang, "ParaUDA: Invariant Feature Learning with Auxiliary Synthetic Samples for Unsupervised Domain Adaptation," IEEE Transactions on Intelligent Transportation Systems, vol. 23, no. 11, pp. 20217-20229, Nov. 2022.

[176] H. Zhang, G. Luo, J. Li and F.-Y. Wang, "C2FDA: Coarse-To-Fine Domain Adaptation for Traffic Object Detection," IEEE Transactions on Intelligent Transportation Systems, vol. 23, no. 8, pp. 12633-12647, Aug. 2022.

[177] C. Zhang, F. Zhu, Y. Lv, P. Ye and F.-Y. Wang, "MLRNN: Taxi Demand Prediction Based on Multi-Level Deep Learning and Regional Heterogeneity Analysis," IEEE Transactions on Intelligent Transportation Systems, vol. 23, no. 7, pp. 8412-8422, Jul. 2022.

[178] P. Ye, X. Wang, W. Zheng, Q. Wei and F.-Y. Wang, "Parallel Cognition: Hybrid Intelligence for Human-Machine Interaction and Management," Frontiers of Information Technology & Electronic Engineering, vol. 23, no. 12, pp. 1765-1779, Dec. 2022.

[179] P. Ye and F.-Y. Wang, "Parallel Population and Parallel Human-A Cyber-Physical Social Approach," IEEE Intelligent Systems, vol. 37, no. 5, pp. 19-27, Sep. 2022.

[180] P. Ye, B. Tian, Y. Lv, Q. Li and F.-Y. Wang, "On Iterative Proportional Updating: Limitations and Improvements for General Population Synthesis," IEEE Transactions on Cybernetics, vol. 52, no. 3, pp. 1726-1735, Mar. 2022.

[181] P. Ye, Y. Chen, F. Zhu, Y. Lv, W. Lu and F.-Y. Wang, "Bridging the Micro and Macro: Calibration of Agent-Based Model Using Mean-Field Dynamics," IEEE Transactions on Cybernetics, vol. 52, no. 11, pp. 11397-11406, Nov. 2022.

[182] L. Yang, C. Lv, X. Wang, J. Qiao, W. Ding, J. Zhang and F.-Y. Wang, "Collective Entity Alignment for Knowledge Fusion of Power Grid Dispatching Knowledge Graphs," IEEE/CAA Journal of Automatica Sinica, vol. 9, no. 11, pp. 1990-2004, Nov. 2022.

[183] X. Yan, Y. Mao, Y. Ye, H. Yu and F.-Y. Wang, "Explanation Guided Cross-Modal Social Image Clustering," Information Sciences, vol. 593, pp. 1-16, May 2022.

[184] L. Yan, W. Zheng, C. Gou and F.-Y. Wang, "IPGAN: Identity-Preservation Generative Adversarial Network for Unsupervised Photo-To-Caricature Translation," Knowledge-Based Systems, vol. 241, p. 108223, Apr. 2022.

[185] X. Xue, F. Chen, D. Zhou, X. Wang, M. Lu and F.-Y. Wang, "Computational Experiments for Complex Social Systems-Part I: The Customization of Computational Model," IEEE Transactions on Computational Social Systems, vol. 9, no. 5, pp. 1330-1344, Oct. 2022.

[186] G. Xiong, H. Wu, P. Helo, X. Shang, G. Xiong, R. Qin and F.-Y. Wang, "A Kind of Change Management Method for Global Value Chain Optimization and Its Case Study," IEEE Transactions on Computational Social Systems, vol. 9, no. 4, pp. 1060-1074, Aug. 2022.

[187] Y. Xie, M. Wang, X. Liu, X. Wang, Y. Wu, F.-Y. Wang and X. Wang, "Multi-Camera Video Synopsis of a Geographic Scene Based on Optimal Virtual Viewpoint," Transactions in GIS, vol. 26, no. 3, pp. 1221-1239, May 2022.

[188] Q. Xie, X. Wu, Q. Dai, X. Zheng and F.-Y. Wang, "An Integrated Data Envelopment Analysis and Non-Cooperative Game Approach for Public Transportation Incentive Subsidy Allocation," IEEE Transactions on Intelligent Transportation Systems, vol. 23, no. 11, pp. 21515-21530, Nov. 2022.

[189] Q. Xie, H. Ma, X. Zheng, X. Wang and F.-Y. Wang, "Evaluation and Spatial-Temporal Difference Analysis of Urban Water Resource Utilization Efficiency Based on Two-Stage DEA Model," IEEE Transactions on Computational Social Systems, vol. 9, no. 5, pp. 1282-1296, Oct. 2022.

[190] Y. Xia, W. Zheng, Y. Wang, H. Yu, J. Dong and F.-Y. Wang, "Local and Global Perception Generative Adversarial Network for Facial Expression Synthesis," IEEE Transactions on Circuits and Systems for Video Technology, vol. 32, no. 3, pp. 1443-1452, Mar. 2022.

[191] Y. Xia, H. Yu, X. Wang, M. Jian and F.-Y. Wang, "Relation-Aware Facial Expression Recognition," IEEE Transactions on Cognitive and Developmental Systems, vol. 14, no. 3, pp. 1143-1154, Sep. 2022.

[192] J. Xi, F. Zhu, P. Ye, Y. Lv, H. Tang and F.-Y. Wang, "HMDRL: Hierarchical Mixed Deep Reinforcement Learning to Balance Vehicle Supply and Demand," IEEE Transactions on Intelligent Transportation Systems, vol. 23, no. 11, pp. 21861-21872, Nov. 2022.

[193] Q. Wei, L. Wang, J. Lu and F.-Y. Wang, "Discrete-Time Self-Learning Parallel Control," IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 52, no. 1, pp. 192-204, Jan. 2022.

[194] Q. Wei, J. Lu, T. Zhou, X. Cheng and F.-Y. Wang, "Event-Triggered Near-Optimal Control of Discrete-Time Constrained Nonlinear Systems with Application to a Boiler-Turbine System," IEEE Transactions on Industrial Informatics, vol. 18, no. 6, pp. 3926-3935, Jun. 2022.

[195] Y. Wang, J. Wang, Y. Tian, X. Wang and F.-Y. Wang, "Digital Workers in Cyber-Physical-Social Systems for PCB Manufacturing," IEEE Journal of Radio Frequency Identification, vol. 6, pp. 688-692, 2022.

[196] X. Wang, M. Kang, H. Sun, P. D. Reffye and F.-Y. Wang, "DeCASA in AgriVerse: Parallel Agriculture for Smart Villages in Metaverses," IEEE/CAA Journal of Automatica Sinica, vol. 9, no. 12, pp. 2055-2062, Dec. 2022.

[197] X. Wang, X. Cheng, J. Lu, S. Liu, Z. Zhang, Z. Liu and F.-Y. Wang, "Fault Diagnosis for Sucker Rod Pumping Systems: A Parallel System Approach," IEEE Journal of Radio Frequency Identification, vol. 6, pp. 743-747, 2022.

[198] X. Wang, Y. Zhu, S. Han, L. Yang, H. Gu and F.-Y. Wang, "Fast and Progressive Misbehavior Detection in Internet of Vehicles Based on Broad Learning and Incremental Learning Systems," IEEE Internet of Things Journal, vol. 9, no. 6, pp. 4788-4798, Mar. 2022.

[199] X. Wang, J. Yang, J. Han, W. Wang and F.-Y. Wang, "Metaverses and DeMetaverses: From Digital Twins in CPS to Parallel Intelligence in CPSS," IEEE Intelligent Systems, vol. 37, no. 4, pp. 97-102, Jul. 2022.

[200] J. Wang, S. Zhang, Q. Liu, S. Du, Y.-C. Guo, N. Zheng and F.-Y. Wang, "Conditional Uncorrelation and Efficient Subset Selection in Sparse Regression," IEEE Transactions on Cybernetics, vol. 52, no. 10, pp. 10458-10467, Oct. 2022.

[201] J. Wang, X. Wang, T. Shen, Y. Wang, L. Li, Y. Tian, H. Yu, L. Chen, J. Xin, X. Wu, N. Zheng and F.-Y. Wang, "Parallel Vision for Long-Tail Regularization: Initial Results from IVFC Autonomous Driving Testing," IEEE Transactions on Intelligent Vehicles, vol. 7, no. 2, pp. 286-299, Jun. 2022.

[202] J. Wang, X. Wang, T. Shen, Y. Wang, Y. Tian and F.-Y. Wang, "A Long-Tail Regularization Method for Traffic Sign Recognition Based on Parallel Vision," IEEE Journal of Radio Frequency Identification, vol. 6, pp. 957-961, 2022.

[203] G. Wang, J. Li, X. Wang, J. Li, Y. Yuan and F.-Y. Wang, "Blockchain-Based Crypto Management for Reliable Real-Time Decision-Making," IEEE Transactions on Computational Social Systems, pp. 1-10, 2022.

[204] F.-Y. Wang, J. Guo, G. Bu and J. J. Zhang, "Mutually Trustworthy Human-Machine Knowledge Automation and Hybrid Augmented Intelligence: Mechanisms and Applications of Cognition, Management, and Control for Complex Systems," Frontiers of Information Technology & Electronic Engineering, vol. 23, no. 8, pp. 1142-1157, Aug. 2022.

[205] F.-Y. Wang, W. Ding, X. Wang, J. Garibaldi, S. Teng, R. Imre and C. Olaverri-Monreal, "The DAO to DeSci: AI for Free, Fair, and Responsibility Sensitive Sciences," IEEE Intelligent Systems, vol. 37, no. 2, pp. 16-22, Mar. 2022.

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[207] F.-Y. Wang, "Parallel Intelligence in Metaverses: Welcome to HANOI!" IEEE Intelligent Systems, vol. 37, no. 1, pp. 16-20, Jan. 2022.

[208] Y. Tian, L. Huang, H. Yu, X. Wu, X. Li, K. Wang, Z. Wang and F.-Y. Wang, "Context-Aware Dynamic Feature Extraction for 3D Object Detection in Point Clouds," IEEE Transactions on Intelligent Transportation Systems, vol. 23, no. 8, pp. 10773-10785, Aug. 2022.

[209] F. Tian, F.-Y. Wang and L. Li, "Enhancing Feedback Steering Controllers for Autonomous Vehicles with Deep Monte Carlo Tree Search," IEEE Robotics and Automation Letters, vol. 7, no. 4, pp. 10438-10445, Oct. 2022.

[210] T. S. Tamir, G. Xiong, Q. Fang, X. Dong, Z. Shen and F.-Y. Wang, "A Feedback-Based Print Quality Improving Strategy for Fdm 3D Printing: An Optimal Design Approach," The International Journal of Advanced Manufacturing Technology, vol. 120, no. 3-4, pp. 2777-2791, May 2022.

[211] T. S. Tamir, G. Xiong, X. Dong, Q. Fang, S. Liu, E. Lodhi, Z. Shen and F.-Y. Wang, "Design and Optimization of a Control Framework for Robot Assisted Additive Manufacturing Based on the Stewart Platform," International Journal of Control, Automation and Systems, vol. 20, no. 3, pp. 968-982, Mar. 2022.

[212] Z. Shen, C. Luo, X. Dong, W. Lu, Y. Lv, G. Xiong and F.-Y. Wang, "Two-Level Energy Control Strategy Based on ADP and A-ECMS for Series Hybrid Electric Vehicles," IEEE Transactions on Intelligent Transportation Systems, vol. 23, no. 8, pp. 13178-13189, Aug. 2022.

[213] Z. Shen, X. Dong, Q. Fang, G. Xiong, C.-C. Ge and F.-Y. Wang, "Parallel Additive Manufacturing Systems," IEEE Journal of Radio Frequency Identification, vol. 6, pp. 758-763, 2022.

[214] Y. Shen, Y. Liu, Y. Tian, Z. Liu and F.-Y. Wang, "A New Parallel Intelligence Based Light Field Dataset for Depth Refinement and Scene Flow Estimation," Sensors, vol. 22, no. 23, p. 9483, 2022.

[215] X. Peng, J. Zhang, F.-Y. Wang and L. Li, "Drill the Cork of Information Bottleneck by Inputting the Most Important Data," IEEE Transactions on Neural Networks and Learning Systems, vol. 33, no. 11, pp. 6360-6372, Nov. 2022.

[216] L. Ouyang, W. Zhang and F.-Y. Wang, "Intelligent Contracts: Making Smart Contracts Smart for Blockchain Intelligence," Computers and Electrical Engineering, vol. 104, p. 108421, Dec. 2022.

[217] L. Ouyang, Y. Yuan and F.-Y. Wang, "Learning Markets: An AI Collaboration Framework Based on Blockchain and Smart Contracts," IEEE Internet of Things Journal, vol. 9, no. 16, pp. 14273-14286, Aug. 2022.

[218] L. Ning, M. Zhou, Z. Hou, R. M. Goverde, F.-Y. Wang and H. Dong, "Deep Deterministic Policy Gradient for High-Speed Train Trajectory Optimization," IEEE Transactions on Intelligent Transportation Systems, vol. 23, no. 8, pp. 11562-11574, Aug. 2022.

[219] H. Mo, C. Yang, X. Wang and F.-Y. Wang, "Interval Type-2 Fuzzy Analysis and Comprehensive Evaluation for Neonatal Pathological Jaundice," IEEE Transactions on Computational Social Systems, vol. 9, no. 5, pp. 1542-1551, Oct. 2022.

[220] H. Mo, Y. Meng, F.-Y. Wang and D. Wu, "Interval Type-2 Fuzzy Hierarchical Adaptive Cruise Following-Control for Intelligent Vehicles," IEEE/CAA Journal of Automatica Sinica, vol. 9, no. 9, pp. 1658-1672, Sep. 2022.

[221] Z. Lv, L. Qiao, Y. Li, Y. Yuan and F.-Y. Wang, "BlockNet: Beyond Reliable Spatial Digital Twins to Parallel Metaverse," Patterns, vol. 3, no. 5, p. 100468, May 2022.

[222] G. Luo, H. Zhang, Q. Yuan, J. Li and F.-Y. Wang, "ESTNet: Embedded Spatial-Temporal Network for Modeling Traffic Flow Dynamics," IEEE Transactions on Intelligent Transportation Systems, vol. 23, no. 10, pp. 19201-19212, Oct. 2022.

[223] Y. Lu, C. Guo, X. Dai and F.-Y. Wang, "Data-Efficient Image Captioning of Fine Art Paintings via Virtual-Real Semantic Alignment Training," Neurocomputing, vol. 490, pp. 163-180, Jun. 2022.

[224] M. Lu, S. Chen, X. Xue, X. Wang, Y. Zhang, Y. Zhang and F.-Y. Wang, "Computational Experiments for Complex Social Systems-Part II: The Evaluation of Computational Models," IEEE Transactions on Computational Social Systems, vol. 9, no. 4, pp. 1224-1236, Aug. 2022.

[225] J. Lu, Q. Wei, Z. Wang, T. Zhou and F.-Y. Wang, "Event-Triggered Optimal Control for Discrete-Time Multi-Player Non-Zero-Sum Games Using Parallel Control," Information Sciences, vol. 584, pp. 519-535, Jan. 2022.

[226] J. Lu, Q. Wei, Y. Liu, T. Zhou and F.-Y. Wang, "Event-Triggered Optimal Parallel Tracking Control for Discrete-Time Nonlinear Systems," IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 52, no. 6, pp. 3772-3784, Jun. 2022.

[227] C. Lu, C. Lv, J. Gong, W. Wang, D. Cao and F.-Y. Wang, "Instance-Level Knowledge Transfer for Data-Driven Driver Model Adaptation with Homogeneous Domains," IEEE Transactions on Intelligent Transportation Systems, vol. 23, no. 10, pp. 17015-17026, Oct. 2022.

[228] E. Lodhi, F.-Y. Wang, G. Xiong, A. Dilawar, T. S. Tamir and H. Ali, "An Adaboost Ensemble Model for Fault Detection and Classification in Photovoltaic Arrays," IEEE Journal of Radio Frequency Identification, vol. 6, no. 5, pp. 794-800, 2022.

[229] Y. Liu, Y. Tian, B. Sun, Y. Wang and F.-Y. Wang, "Parallel Lidars Meet the Foggy Weather," IEEE Journal of Radio Frequency Identification, vol. 6, pp. 867-870, 2022.

[230] Y. Liu, Y. Shen, L. Fan, Y. Tian, Y. Ai, B. Tian, Z. Liu and F.-Y. Wang, "Parallel Radars: From Digital Twins to Digital Intelligence for Smart Radar Systems," Sensors, vol. 22, no. 24, p. 9930, Jan. 2022.

[231] Y. Liu, T. Bai, Y. Tian, Y. Wang, J. Wang, X. Wang and F.-Y. Wang, "SegDQ: Segmentation Assisted Multi-Object Tracking with Dynamic Query-Based Transformers," Neurocomputing, vol. 481, pp. 91-101, Apr. 2022.

[232] M. Liang, R. W. Liu, Y. Zhan, H. Li, F. Zhu and F.-Y. Wang, "Fine-Grained Vessel Traffic Flow Prediction with a Spatio-Temporal Multigraph Convolutional Network," IEEE Transactions on Intelligent Transportation Systems, vol. 23, no. 12, pp. 23694-23707, Dec. 2022.

[233] J. Liang, R. Hare, T. Chang, F. Xu, Y. Tang, F.-Y. Wang, S. Peng and M. Lei, "Student Modeling and Analysis in Adaptive Instructional Systems," IEEE Access, vol. 10, pp. 59359-59372, 2022.

[234] Z. Li, G. Xiong, Z. Wei, Y. Lv, N. Anwar and F.-Y. Wang, "A Semisupervised End-To-End Framework for Transportation Mode Detection by Using GPS-Enabled Sensing Devices," IEEE Internet of Things Journal, vol. 9, no. 10, pp. 7842-7852, May 2022.

[235] X. Li, P. Ye, J. Li, Z. Liu, L. Cao and F.-Y. Wang, "From Features Engineering to Scenarios Engineering for Trustworthy AI: I&I, C&C, and V&V," IEEE Intelligent Systems, vol. 37, no. 4, pp. 18-26, Jul. 2022.

[236] X. Li, H. Duan, Y. Tian and F.-Y. Wang, "Exploring Image Generation for UAV Change Detection," IEEE/CAA Journal of Automatica Sinica, vol. 9, no. 6, pp. 1061-1072, Jun. 2022.

[237] X. Li, H. Duan, J. Li, Y. Deng and F.-Y. Wang, "Biological Eagle Eye-Based Method for Change Detection in Water Scenes," Pattern Recognition, vol. 122, p. 108203, Feb. 2022.

[238] X. Li, P. Ye, J. Jin, F. Zhu and F.-Y. Wang, "Data Augmented Deep Behavioral Cloning for Urban Traffic Control Operations Under a Parallel Learning Framework," IEEE Transactions on Intelligent Transportation Systems, vol. 23, no. 6, pp. 5128-5137, Jun. 2022.

[239] X. Li, X. Wang, X. Zheng, Y. Dai, Z. Yu, J. J. Zhang, G. Bu and F.-Y. Wang, "Supervised Assisted Deep Reinforcement Learning for Emergency Voltage Control of Power Systems," Neurocomputing, vol. 475, pp. 69-79, Feb. 2022.

[240] X. Li, X. Wang, X. Zheng, J. Jin, Y. Huang, J. J. Zhang and F.-Y. Wang, "SADRL: Merging Human Experience with Machine Intelligence via Supervised Assisted Deep Reinforcement Learning," Neurocomputing, vol. 467, pp. 300-309, Jan. 2022.

[241] W. Li, G. Zeng, J. Zhang, Y. Xu, Y. Xing, R. Zhou, G. Guo, Y. Shen, D. Cao and F.-Y. Wang, "CogEmoNet: A Cognitive-Feature-Augmented Driver Emotion Recognition Model for Smart Cockpit," IEEE Transactions on Computational Social Systems, vol. 9, no. 3, pp. 667-678, Jun. 2022.

[242] L. Li, C. Zhao, X. Wang, Z. Li, L. Chen, Y. Lv, N.-N. Zheng and F.-Y. Wang, "Three Principles to Determine the Right-Of-Way for AVs: Safe Interaction with Humans," IEEE Transactions on Intelligent Transportation Systems, vol. 23, no. 7, pp. 7759-7774, Jul. 2022.

[243] J. Li, Y. Yuan and F.-Y. Wang, "Analyzing Bitcoin Transaction Fees Using a Queueing Game Model," Electronic Commerce Research, vol. 22, no. 1, pp. 135-155, Mar. 2022.

[244] J. Li, X. Ni, Y. Yuan and F.-Y. Wang, "A Novel GSP Auction Mechanism for Dynamic Confirmation Games on Bitcoin Transactions," IEEE Transactions on Services Computing, vol. 15, no. 3, pp. 1436-1447, May 2022.

[245] L. Jin, J. Li, Z. Sun, J. Lu and F.-Y. Wang, "Neural Dynamics for Computing Perturbed Nonlinear Equations Applied to ACP-Based Lower Limb Motion Intention Recognition," IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 52, no. 8, pp. 5105-5113, Aug. 2022.

[246] J. Jin, D. Rong, T. Zhang, Q. Ji, H. Guo, Y. Lv, X. Ma and F.-Y. Wang, "A GAN-Based Short-Term Link Traffic Prediction Approach for Urban Road Networks Under a Parallel Learning Framework," IEEE Transactions on Intelligent Transportation Systems, vol. 23, no. 9, pp. 16185-16196, Sep. 2022.

[247] J. Jin, D. Rong, Y. Pang, F. Zhu, H. Guo, X. Ma and F.-Y. Wang, "PRECOM: A Parallel Recommendation Engine for Control, Operations, and Management on Congested Urban Traffic Networks," IEEE Transactions on Intelligent Transportation Systems, vol. 23, no. 7, pp. 7332-7342, Jul. 2022.

[248] J. Jin, D. Rong, Y. Pang, P. Ye, Q. Ji, X. Wang, G. Wang and F.-Y. Wang, "An Agent-Based Traffic Recommendation System: Revisiting and Revising Urban Traffic Management Strategies," IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 52, no. 11, pp. 7289-7301, Nov. 2022.

[249] C. Guo, T. Bai, X. Wang, X. Zhang, Y. Lu, X. Dai and F.-Y. Wang, "ShadowPainter: Active Learning Enabled Robotic Painting Through Visual Measurement and Reproduction of the Artistic Creation Process," Journal of Intelligent & Robotic Systems, vol. 105, no. 3, p. 61, Jul. 2022.

[250] L. Ge, B. Lv, N. Li, S. An and F.-Y. Wang, "A Hypertension Parallel Healthcare System Based on the ACP Approach," IEEE Journal of Radio Frequency Identification, vol. 6, pp. 724-728, 2022.

[251] J. Gao, Z. Huang, Y. Lei, J. Z. Wang, F.-Y. Wang, and J. Zhang, "S2FPR: Crowd Counting via Self-Supervised Coarse to Fine Feature Pyramid Ranking." Computer Vision and Pattern Recognition, 2022.

[252] M. Fan, M. Kang, X. Wang, J. Hua, C. He and F.-Y. Wang, "Parallel Crop Planning Based on Price Forecast," International Journal of Intelligent Systems, vol. 37, no. 8, pp. 4772-4793, Aug. 2022.

[253] H. Dong, X. Liu, M. Zhou, W. Zheng, J. Xu, S. Gao, H. Song, Y. Li and F.-Y. Wang, "Integration of Train Control and Online Rescheduling for High-Speed Railways in Case of Emergencies," IEEE Transactions on Computational Social Systems, vol. 9, no. 5, pp. 1574-1582, Oct. 2022.

[254] W. Ding, J. Hou, J. Li, C. Guo, J. Qin, R. Kozma and F.-Y. Wang, "DeSci Based on Web3 and DAO: A Comprehensive Overview and Reference Model," IEEE Transactions on Computational Social Systems, vol. 9, no. 5, pp. 1563-1573, Oct. 2022.

[255] X. Dai, C. Zhao, X. Wang, Y. Lv, Y. Lin, and F.-Y. Wang, "Image-Based Traffic Signal Control via World Models," Frontiers of Information Technology & Electronic Engineering, vol. 23, no. 12, pp. 1795-1813, Dec. 2022.

[256] X. Cheng, X. Wang, S. Liu, J. Lu, Z. Zhang, Z. Liu, and F.-Y. Wang, "Optimization of Sucker Rod Pump Operations Using Parallel Systems," IEEE Journal of Radio Frequency Identification, vol. 6, pp. 977-981, 2022.

[257] Y. Chen, H. Chen, P. Ye, Y. Lv, and F.-Y. Wang, "Acting as a Decision Maker: Traffic-Condition-Aware Ensemble Learning for Traffic Flow Prediction," IEEE Transactions on Intelligent Transportation Systems, vol. 23, no. 4, pp. 3190-3200, Apr. 2022.

[258] Y. Chen, X. Wang, Y. Tian, and F.-Y. Wang, "PFedSim: An Efficient Federated Control Method for Clustered Training," IEEE Journal of Radio Frequency Identification, vol. 6, pp. 779-782, 2022.

[259] Q. Chen, X. Xu, Z. You, H. Jiang, J. Zhang, and F.-Y. Wang, "Communication-Efficient Federated Edge Learning for Nr-U-Based IIoT Networks," IEEE Internet of Things Journal, vol. 9, no. 14, pp. 12450-12459, Jul. 2022.

[260] L. Chen, Y. Zhang, B. Tian, Y. Ai, D. Cao, and F.-Y. Wang, "Parallel Driving OS: A Ubiquitous Operating System for Autonomous Driving in CPSS," IEEE Transactions on Intelligent Vehicles, vol. 7, no. 4, pp. 886-895, Dec. 2022.

[261] B. Chen, X. Wang, W. Zhang, T. Chen, C. Sun, Z. Wang, and F.-Y. Wang, "Public Opinion Dynamics in Cyberspace on Russia-Ukraine War: A Case Analysis with Chinese Weibo," IEEE Transactions on Computational Social Systems, vol. 9, no. 3, pp. 948-958, Jun. 2022.

[262] X. Zheng, X. Wang, Z. Li, R. Jing, S. Xu, T. Wang, L. Li, Z. Zhang, Q. Zhang, H. Jiang, Z. Guo, X. Zhang and F.-Y. Wang, "Donald J. Trump’s Presidency in Cyberspace: A Case Study of Social Perception and Social Influence in Digital Oligarchy Era," IEEE Transactions on Computational Social Systems, vol. 8, no. 2, pp. 279-293, Apr. 2021.

[263] W. Zheng, L. Yan, C. Gou, Z.-C. Zhang, J. J. Zhang, M. Hu, and F.-Y. Wang, "Pay Attention to Doctor-Patient Dialogues: Multi-Modal Knowledge Graph Attention Image-Text Embedding for Covid-19 Diagnosis," Information Fusion, vol. 75, pp. 168-185, Nov. 2021.

[264] W. Zheng, L. Yan, C. Gou, Z.-C. Zhang, J. J. Zhang, M. Hu, and F.-Y. Wang, "Learning to Learn by Yourself: Unsupervised Meta‐learning with Self‐knowledge Distillation for Covid-19 Diagnosis from Pneumonia Cases," International Journal of Intelligent Systems, vol. 36, no. 8, pp. 4033-4064, Aug. 2021.

[265] W. Zheng, L. Yan, C. Gou, and F.-Y. Wang, "KM4: Visual Reasoning via Knowledge Embedding Memory Model with Mutual Modulation," Information Fusion, vol. 67, pp. 14-28, Mar. 2021.

[266] W. Zheng, L. Yan, C. Gou, and F.-Y. Wang, "Fighting Fire with Fire: A Spatial-Frequency Ensemble Relation Network with Generative Adversarial Learning for Adversarial Image Classification," International Journal of Intelligent Systems, vol. 36, no. 5, pp. 2081-2121, May 2021.

[267] W. Zheng, K. Wang, and F.-Y. Wang, "GAN-Based Key Secret-Sharing Scheme in Blockchain," IEEE Transactions on Cybernetics, vol. 51, no. 1, pp. 393-404, Jan. 2021.

[268] M. Zhao, G. Xiong, M. Zhou, Z. Shen and F.-Y. Wang, "3D-RVP: A Method for 3D Object Reconstruction from a Single Depth View Using Voxel and Point," Neurocomputing, vol. 430, pp. 94-103, Mar. 2021.

[269] C. Zhao, Z. Li, L. Li, X. Wu and F.-Y. Wang, "A Negotiation-Based Right-Of-Way Assignment Strategy to Ensure Traffic Safety and Efficiency in Lane Changes," IET Intelligent Transport Systems, vol. 15, no. 11, pp. 1345-1358, Nov. 2021.

[270] C. Zhao, L. Li, X. Pei, Z. Li, F.-Y. Wang and X. Wu, "A Comparative Study of State-of-the-Art Driving Strategies for Autonomous Vehicles," Accident Analysis & Prevention, vol. 150, p. 105937, Feb. 2021.

[271] W. Zhang, K. Wang, Y. Wang, L. Yan and F.-Y. Wang, "A Loss-Balanced Multi-Task Model for Simultaneous Detection and Segmentation," Neurocomputing, vol. 428, pp. 65-78, Mar. 2021.

[272] W. Zhang, T. Zhou, Q. Lu, X. Wang, C. Zhu, H. Sun, Z. Wang, S. K. Lo and F.-Y. Wang, "Dynamic-Fusion-Based Federated Learning for Covid-19 Detection," IEEE Internet of Things Journal, vol. 8, no. 21, pp. 15884-15891, Nov. 2021.

[273] W. Zhang, Z. Hou, X. Wang, Z. Xu, X. Liu and F.-Y. Wang, "Parallel-Data-Based Social Evolution Modeling," Tsinghua Science and Technology, vol. 26, no. 6, pp. 878-885, Dec. 2021.

[274] H. Zhang, G. Luo, Y. Tian, K. Wang, H. He and F.-Y. Wang, "A Virtual-Real Interaction Approach to Object Instance Segmentation in Traffic Scenes," IEEE Transactions on Intelligent Transportation Systems, vol. 22, no. 2, pp. 863-875, Feb. 2021.

[275] P. Ye, X. Wang, G. Xiong, S. Chen and F.-Y. Wang, "TiDEC: A Two-Layered Integrated Decision Cycle for Population Evolution," IEEE Transactions on Cybernetics, vol. 51, no. 12, pp. 5897-5906, Dec. 2021.

[276] L. Yang, X. Wang, Y. Dai, K. Xin, X. Zheng, W. Ding, J. Zhang and F.-Y. Wang, "HackRL: Reinforcement Learning with Hierarchical Attention for Cross-Graph Knowledge Fusion and Collaborative Reasoning," Knowledge-Based Systems, vol. 233, p. 107498, Dec. 2021.

[277] L. Yan, W. Zheng, F.-Y. Wang and C. Gou, "Joint Image-to-Image Translation with Denoising Using Enhanced Generative Adversarial Networks," Signal Processing: Image Communication, vol. 91, p. 116072, Feb. 2021.

[278] L. Yan, W. Zheng, C. Gou and F.-Y. Wang, "IsGAN: Identity-Sensitive Generative Adversarial Network for Face Photo-Sketch Synthesis," Pattern Recognition, vol. 119, p. 108077, Nov. 2021.

[279] Y. Xie, M. Wang, X. Liu, Z. Wang, B. Mao, F.-Y. Wang and X. Wang, "Spatiotemporal Retrieval of Dynamic Video Object Trajectories in Geographical Scenes," Transactions in GIS, vol. 25, no. 1, pp. 450-467, Feb. 2021.

[280] Q. Wei, H. Li and F.-Y. Wang, "A Novel Parallel Control Method for Continuous-Time Linear Output Regulation with Disturbances," IEEE Transactions on Cybernetics, pp. 1-11, 2021.

[281] Y. Wang, W. Zhang, T. Shen, H. Yu and F.-Y. Wang, "Binary Thresholding Defense Against Adversarial Attacks," Neurocomputing, vol. 445, pp. 61-71, Jul. 2021.

[282] X. Wang, X. Zheng, W. Chen and F.-Y. Wang, "Visual Human-Computer Interactions for Intelligent Vehicles and Intelligent Transportation Systems: The State of the Art and Future Directions," IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 51, no. 1, pp. 253-265, Jan. 2021.

[283] S. Wang, J. Housden, T. Bai, H. Liu, J. Back, D. Singh, K. Rhode, Z.-G. Hou and F.-Y. Wang, "Robotic Intra-Operative Ultrasound: Virtual Environments and Parallel Systems," IEEE/CAA Journal of Automatica Sinica, vol. 8, no. 5, pp. 1095-1106, May 2021.

[284] S. Wang, Z. Chen, W. Zhu and F.-Y. Wang, "Deep Random Walk of Unitary Invariance for Large-Scale Data Representation," Information Sciences, vol. 554, pp. 1-14, Apr. 2021.

[285] J. Wang, P. Chen, N. Zheng, B. Chen, J. C. Principe and F.-Y. Wang, "Associations Between MSE and SSIM as Cost Functions in Linear Decomposition with Application to Bit Allocation for Sparse Coding," Neurocomputing, vol. 422, pp. 139-149, Jan. 2021.

[286] F.-Y. Wang, N. Zheng, L. Li, J. Xin, X. Wang, L. Xu, B. Tian, G. Wu, Z. Zhang, C. Wang and L. Chen, "China’s 12-Year Quest of Autonomous Vehicular Intelligence: The Intelligent Vehicles Future Challenge Program," IEEE Intelligent Transportation Systems Magazine, vol. 13, no. 2, pp. 6-19, 2021.

[287] Y. Tian, X. Wang, Y. Shen, Z. Guo, Z. Wang and F.-Y. Wang, "Parallel Point Clouds: Hybrid Point Cloud Generation and 3D Model Enhancement via Virtual-Real Integration," Remote Sensing, vol. 13, no. 15, p. 2868, Jan. 2021.

[288] K. Tan, L. Yang, X. Liu, Y. Xu, J. Lin, X. Wang and F.-Y. Wang, "An IVC-Based Nuclear Emergency Parallel Evacuation System," IEEE Transactions on Computational Social Systems, vol. 8, no. 4, pp. 844-855, Aug. 2021.

[289] Z. Shi, D. Wu, C. Guo, C. Zhao, Y. Cui and F.-Y. Wang, "FCM-RDpA: TSK Fuzzy Regression Model Construction Using Fuzzy C-Means Clustering, Regularization, Droprule, and Powerball Adabelief," Information Sciences, vol. 574, pp. 490-504, Oct. 2021.

[290] T. Shen, K. Hao, C. Gou and F.-Y. Wang, "Mass Image Synthesis in Mammogram with Contextual Information Based on GANs," Computer Methods and Programs in Biomedicine, vol. 202, p. 106019, Apr. 2021.

[291] L. Ouyang, Y. Yuan, Y. Cao and F.-Y. Wang, "A Novel Framework of Collaborative Early Warning for COVID-19 Based on Blockchain and Smart Contracts," Information Sciences, vol. 570, pp. 124-143, Sep. 2021.

[292] G. Luo, H. Zhang, H. He, J. Li and F.-Y. Wang, "Multiagent Adversarial Collaborative Learning via Mean-Field Theory," IEEE Transactions on Cybernetics, vol. 51, no. 10, pp. 4994-5007, Oct. 2021.

[293] H. Lu, Y. Zhu, Y. Yuan, W. Gong, J. Li, K. Shi, Y. Lv, Z. Niu and F.-Y. Wang, "Social Signal-Driven Knowledge Automation: A Focus on Social Transportation," IEEE Transactions on Computational Social Systems, vol. 8, no. 3, pp. 737-753, Jun. 2021.

[294] Y. Liu, X. Li, T. Bai, K. Wang and F.-Y. Wang, "Multi-Object Tracking with Hard-Soft Attention Network and Group-Based Cost Minimization," Neurocomputing, vol. 447, pp. 80-91, Aug. 2021.

[295] T. Liu, Y. Xing, X. Tang, H. Wang, H. Yu and F.-Y. Wang, "Cyber-Physical-Social System for Parallel Driving: From Concept to Application," IEEE Intelligent Transportation Systems Magazine, vol. 13, no. 1, pp. 59-69, 2021.

[296] K. Liu, Z. Ye, H. Guo, D. Cao, L. Chen and F.-Y. Wang, "FISS GAN: A Generative Adversarial Network for Foggy Image Semantic Segmentation," IEEE/CAA Journal of Automatica Sinica, vol. 8, no. 8, pp. 1428-1439, Aug. 2021.

[297] C. Liu, H. Mo and F.-Y. Wang, "Analysis and Control of Blood Glucose Situation for Diabetic Patients Based on Interval Type-2 Fuzzy Sets," International Journal of Fuzzy Systems, vol. 23, no. 4, pp. 1179-1193, Jun. 2021.

[298] L. Li, N. Zheng and F.-Y. Wang, "A Theoretical Foundation of Intelligence Testing and its Application for Intelligent Vehicles," IEEE Transactions on Intelligent Transportation Systems, vol. 22, no. 10, pp. 6297-6306, Oct. 2021.

[299] J. Jin, H. Guo, J. Xu, X. Wang and F.-Y. Wang, "An End-To-End Recommendation System for Urban Traffic Controls and Management Under a Parallel Learning Framework," IEEE Transactions on Intelligent Transportation Systems, vol. 22, no. 3, pp. 1616-1626, Mar. 2021.

[300] Q. Gao, X. Cheng, T. R. Merriman, C. Wang, L. Cui, H. Zhang, W. Sun, J. Wang, F.-Y. Wang, C. Li and J. Lu, "Trends in the Manifestations of 9754 Gout Patients in a Chinese Clinical Center: A 10-Year Observational Study," Joint Bone Spine, vol. 88, no. 6, p. 105078, Dec. 2021.

[301] S. Fan, F. Zhu, S. Chen, H. Zhang, B. Tian, Y. Lv and F.-Y. Wang, "FII-CenterNet: An Anchor-Free Detector with Foreground Attention for Traffic Object Detection," IEEE Transactions on Vehicular Technology, vol. 70, no. 1, pp. 121-132, Jan. 2021.

[302] L. Chen, S. Lin, X. Lu, D. Cao, H. Wu, C. Guo, C. Liu and F.-Y. Wang, "Deep Neural Network Based Vehicle and Pedestrian Detection for Autonomous Driving: A Survey," IEEE Transactions on Intelligent Transportation Systems, vol. 22, no. 6, pp. 3234-3246, Jun. 2021.

[303] C. Zu, C. Yang, J. Wang, W. Gao, D. Cao and F.-Y. Wang, "Simulation and Field Testing of Multiple Vehicles Collision Avoidance Algorithms," IEEE/CAA Journal of Automatica Sinica, vol. 7, no. 4, pp. 1045-1063, Jul. 2020.

[304] J. Zhu, L. Fan, W. Tian, L. Chen, D. Cao and F.-Y. Wang, "Toward the Ghosting Phenomenon in a Stereo-Based Map with a Collaborative RGB-D Repair," IEEE Transactions on Intelligent Transportation Systems, vol. 21, no. 7, pp. 2739-2749, Jul. 2020.

[305] F. Zhu, Y. Lv, Y. Chen, X. Wang, G. Xiong and F.-Y. Wang, "Parallel Transportation Systems: Toward IoT-Enabled Smart Urban Traffic Control and Management," IEEE Transactions on Intelligent Transportation Systems, vol. 21, no. 10, pp. 4063-4071, Oct. 2020.

[306] M. Zhou, S. Ge, J. Liu, H. Dong and F.-Y. Wang, "Field Observation and Analysis of Waiting Passengers at Subway Platform - A Case Study of Beijing Subway Stations," Physica A: Statistical Mechanics and its Applications, vol. 556, p. 124779, Oct. 2020.

[307] M. Zhou, H. Dong, B. Ning and F.-Y. Wang, "Parallel Urban Rail Transit Stations for Passenger Emergency Management," IEEE Intelligent Systems, vol. 35, no. 6, pp. 16-27, Nov. 2020.

[308] W. Zheng, K. Wang and F.-Y. Wang, "A Novel Background Subtraction Algorithm Based on Parallel Vision and Bayesian Gans," Neurocomputing, vol. 394, pp. 178-200, Jun. 2020.

[309] W. Zheng, C. Gou and F.-Y. Wang, "A Novel Approach Inspired by Optic Nerve Characteristics for Few-Shot Occluded Face Recognition," Neurocomputing, vol. 376, pp. 25-41, Feb. 2020.

[310] W. Zhang, K. Wang, Y. Liu, Y. Lu and F.-Y. Wang, "A Parallel Vision Approach to Scene-Specific Pedestrian Detection," Neurocomputing, vol. 394, pp. 114-126, Jun. 2020.

[311] M. Zhang, Z. Zhang, X. Wang, H. Yu, Y. Xia, K. Tan, X. Wang and F.-Y. Wang, "From AR to AI: Augmentation Technology for Intelligent Surgery and Medical Treatments," IFAC-PapersOnLine, vol. 53, no. 5, pp. 792-796, 2020.

[312] H. Zhang, Y. Tian, K. Wang, W. Zhang and F.-Y. Wang, "Mask SSD: An Effective Single-Stage Approach to Object Instance Segmentation," IEEE Transactions on Image Processing, vol. 29, pp. 2078-2093, 2020.

[313] H. Zhang, D. Kang, H. He and F.-Y. Wang, "APLNet: Attention-Enhanced Progressive Learning Network," Neurocomputing, vol. 371, pp. 166-176, Jan. 2020.

[314] P. Ye, F. Zhu, S. Sabri and F.-Y. Wang, "Consistent Population Synthesis with Multi-Social Relationships Based on Tensor Decomposition," IEEE Transactions on Intelligent Transportation Systems, vol. 21, no. 5, pp. 2180-2189, May 2020.

[315] L. Yang, X. Wang, J. J. Zhang, M. Zhou and F.-Y. Wang, "Pedestrian Choice Modeling and Simulation of Staged Evacuation Strategies in Daya Bay Nuclear Power Plant," IEEE Transactions on Computational Social Systems, vol. 7, no. 3, pp. 686-695, Jun. 2020.

[316] L. Yang, K. Tan, X. Liu, X. Wang and F.-Y. Wang, "Grouping Methods for Facilitating Emergency Evacuations," IFAC-PapersOnLine, vol. 53, no. 5, pp. 845-850, 2020.

[317] X. Wu, J. Zhang and F.-Y. Wang, "Stability-Based Generalization Analysis of Distributed Learning Algorithms for Big Data," IEEE Transactions on Neural Networks and Learning Systems, vol. 31, no. 3, pp. 801-812, Mar. 2020.

[318] Q. Wei, H. Li and F.-Y. Wang, "Parallel Control for Continuous-Time Linear Systems: A Case Study," IEEE/CAA Journal of Automatica Sinica, vol. 7, no. 4, pp. 919-928, Jul. 2020.

[319] Y. Wang, K. Wang, Z. Zhu and F.-Y. Wang, "Adversarial Attacks on Faster R-Cnn Object Detector," Neurocomputing, vol. 382, pp. 87-95, Mar. 2020.

[320] X. Wang, M. Kang, X. Fan, L. Yang, B. Zhang, S. Huang, P. De Reffye, and F.-Y. Wang, "What are the Differences in Yield Formation Among Two Cucumber (Cucumis Sativus L.) Cultivars and Their F1 Hybrid?" Journal of Integrative Agriculture, vol. 19, no. 7, pp. 1789-1801, Jul. 2020.

[321] W. Wang, X. Na, D. Cao, J. Gong, J. Xi, Y. Xing and F.-Y. Wang, "Decision-Making in Driver-Automation Shared Control: A Review and Perspectives," IEEE/CAA Journal of Automatica Sinica, vol. 7, no. 5, pp. 1-19, 2020.

[322] S. Wang, X. Tu, H. Chai, Q. Sun, J. Wu, H. Cai and F.-Y. Wang, "Blockchain-Powered Parallel Fintech Regulatory Sandbox Based on the ACP Approach," IFAC-PapersOnLine, vol. 53, no. 5, pp. 863-867, 2020.

[323] K. Wang, F.-Y. Wang, V. Ramesh, A. Shrivastava, D. Vázquez and F. Li, "Generating Virtual Images for Promoting Visual Artificial Intelligence," Neurocomputing, vol. 394, pp. 112-113, Jun. 2020.

[324] F.-Y. Wang, G. Bennett, B.-G. Nazanin, Y. Li, J. J. Zhang, G. Durgin, S. Mirabbasi, P. Y. Lau, C. Valenta, F. Amato, T. S. Rangarajan and M. S. Alhassoun, "IEEE Council on Radio-Frequency Identification: History, Present, and Future Vision," IEEE Journal of Radio Frequency Identification, vol. 4, no. 3, pp. 170-175, Sep. 2020.

[325] Y. Tian, K. Wang, Y. Wang, Y. Tian, Z. Wang and F.-Y. Wang, "Adaptive and Azimuth-Aware Fusion Network of Multimodal Local Features for 3D Object Detection," Neurocomputing, vol. 411, pp. 32-44, Oct. 2020.

[326] Y. Tang, J. Liang, R. Hare and F.-Y. Wang, "A Personalized Learning System for Parallel Intelligent Education," IEEE Transactions on Computational Social Systems, vol. 7, no. 2, pp. 352-361, Apr. 2020.

[327] J. Tan, C. Xu, L. Li, F.-Y. Wang, D. Cao and L. Li, "Guidance Control for Parallel Parking Tasks," IEEE/CAA Journal of Automatica Sinica, vol. 7, no. 1, pp. 301-306, Jan. 2020.

[328] C. Sun, J. M. U. Vianney, Y. Li, L. Chen, L. Li, F.-Y. Wang, A. Khajepour and D. Cao, "Proximity Based Automatic Data Annotation for Autonomous Driving," IEEE/CAA Journal of Automatica Sinica, vol. 7, no. 2, pp. 395-404, Mar. 2020.

[329] Z. Shen, Y. Xie, X. Shang, G. Xiong, S. Chen, Y. Yao, Z. Pan, H. Pan, X. Dong, Y. Li, C. Guo and F.-Y. Wang, "The Manufacturing Procedure of 3D Printed Models for Endoscopic Endonasal Transsphenoidal Pituitary Surgery," Technology and Health Care, vol. 28, pp. 131-150, Jun. 2020.

[330] T. Shen, J. Wang, C. Gou and F.-Y. Wang, "Hierarchical Fused Model with Deep Learning and Type-2 Fuzzy Learning for Breast Cancer Diagnosis," IEEE Transactions on Fuzzy Systems, vol. 28, no. 12, pp. 3204-3218, Dec. 2020.

[331] T. Shen, C. Gou, J. Wang and F.-Y. Wang, "Simultaneous Segmentation and Classification of Mass Region from Mammograms Using a Mixed-Supervision Guided Deep Model," IEEE Signal Processing Letters, vol. 27, pp. 196-200, 2020.

[332] R. Qin, Y. Yuan and F.-Y. Wang, "Optimal Block Withholding Strategies for Blockchain Mining Pools," IEEE Transactions on Computational Social Systems, vol. 7, no. 3, pp. 709-717, Jun. 2020.

[333] R. Qin, Y. Yuan and F.-Y. Wang, "Blockchain-Based Knowledge Automation for CPSS-Oriented Parallel Management," IEEE Transactions on Computational Social Systems, vol. 7, no. 5, pp. 1180-1188, Oct. 2020.

[334] X. Peng, L. Li and F.-Y. Wang, "Accelerating Minibatch Stochastic Gradient Descent Using Typicality Sampling," IEEE Transactions on Neural Networks and Learning Systems, vol. 31, no. 11, pp. 4649-4659, Nov. 2020.

[335] C. Luo, G. Xiong, Z. Li, Z. Shen, L. Wan, M. Zhou and F.-Y. Wang, "Ordinal Optimization for Optimal Orientation Problems in 3D Printing," IFAC-PapersOnLine, vol. 53, no. 5, pp. 97-102, 2020.

[336] J. Lu, Q. Wei and F.-Y. Wang, "Parallel Control for Optimal Tracking via Adaptive Dynamic Programming," IEEE/CAA Journal of Automatica Sinica, vol. 7, no. 6, pp. 1662-1674, Nov. 2020.

[337] J. Lou, H. Yu and F.-Y. Wang, "A Review on Automated Facial Nerve Function Assessment from Visual Face Capture," IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 28, no. 2, pp. 488-497, Feb. 2020.

[338] J. Lou, Y. Wang, C. Nduka, M. Hamedi, I. Mavridou, F.-Y. Wang and H. Yu, "Realistic Facial Expression Reconstruction for VR HMD Users," IEEE Transactions on Multimedia, vol. 22, no. 3, pp. 730-743, Mar. 2020.

[339] T. Liu, Y. Xing, L. Chen, D. Cao and F.-Y. Wang, "Defining Digital Quadruplets in the Cyber-Physical-Social Space for Parallel Driving." Artificial Intelligence, 2020.

[340] T. Liu, B. Tian, Y. Ai and F.-Y. Wang, "Parallel Reinforcement Learning-Based Energy Efficiency Improvement for a Cyber-Physical System," IEEE/CAA Journal of Automatica Sinica, vol. 7, no. 2, pp. 617-626, Mar. 2020.

[341] X. Li, Y. Liu, K. Wang and F.-Y. Wang, "A Recurrent Attention and Interaction Model for Pedestrian Trajectory Prediction," IEEE/CAA Journal of Automatica Sinica, vol. 7, no. 5, pp. 1-10, 2020.

[342] X. Li, F. Zhu and F.-Y. Wang, "Deep Behavioral Cloning for Traffic Control with Virtual Expert Demonstration Under a Parallel Learning Framework," IFAC-PapersOnLine, vol. 53, no. 5, pp. 176-181, 2020.

[343] L. Li, Q. Zhang, X. Wang, J. Zhang, T. Wang, T.-L. Gao, W. Duan, K. K.-F. Tsoi and F.-Y. Wang, "Characterizing the Propagation of Situational Information in Social Media During Covid-19 Epidemic: A Case Study on Weibo," IEEE Transactions on Computational Social Systems, vol. 7, no. 2, pp. 556-562, Apr. 2020.

[344] J. Li, M. Lan, Y. Tang, S. Chen, F.-Y. Wang and W. Wei, "A Blockchain-Based Educational Digital Assets Management System," IFAC-PapersOnLine, vol. 53, no. 5, pp. 47-52, 2020.

[345] Y. Gao, Y. Ai, B. Tian, L. Chen, J. Wang, D. Cao and F.-Y. Wang, "Parallel End-to-End Autonomous Mining: An IoT-Oriented Approach," IEEE Internet of Things Journal, vol. 7, no. 2, pp. 1011-1023, Feb. 2020.

[346] H. Dong, M. Zhou, Q. Wang, X. Yang and F.-Y. Wang, "State-of-the-Art Pedestrian and Evacuation Dynamics," IEEE Transactions on Intelligent Transportation Systems, vol. 21, no. 5, pp. 1849-1866, May 2020.

[347] Y. Chen, Y. Lv and F.-Y. Wang, "Traffic Flow Imputation Using Parallel Data and Generative Adversarial Networks," IEEE Transactions on Intelligent Transportation Systems, vol. 21, no. 4, pp. 1624-1630, Apr. 2020.

[348] L. Chen, Q. Wang, X. Lu, D. Cao and F.-Y. Wang, "Learning Driving Models from Parallel End-To-End Driving Data Set," Proceedings of the IEEE, vol. 108, no. 2, pp. 262-273, Feb. 2020.

[349] L. Chen, L. Fan, J. Chen, D. Cao and F.-Y. Wang, "A Full Density Stereo Matching System Based on the Combination of CNNs and Slanted-Planes," IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 50, no. 2, pp. 397-408, Feb. 2020.

[350] J. Cao, S. Wang, D. Wen, Z. Peng, P. S. Yu and F.-Y. Wang, "Mutual Clustering on Comparative Texts via Heterogeneous Information Networks," Knowledge and Information Systems, vol. 62, no. 1, pp. 175-202, Jan. 2020.

[351] J. Cao, S. Wang, B. Li, X. Wang, Z. Ding and F.-Y. Wang, "Integrating Multisourced Texts in Online Business Intelligence Systems," IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 50, no. 5, pp. 1638-1648, May 2020.

[352] M. Zhou, H. Dong, Y. Zhao, P. A. Ioannou and F.-Y. Wang, "Optimization of Crowd Evacuation with Leaders in Urban Rail Transit Stations," IEEE Transactions on Intelligent Transportation Systems, vol. 20, no. 12, pp. 4476-4487, Dec. 2019.

[353] M. Zhou, H. Dong, F.-Y. Wang, Y. Zhao, S. Gao and B. Ning, "Field Observations and Modeling of Waiting Pedestrian at Subway Platform," Information Sciences, vol. 504, pp. 136-160, Dec. 2019.

[354] M. Zhou, H. Dong, P. A. Ioannou, Y. Zhao and F.-Y. Wang, "Guided Crowd Evacuation: Approaches and Challenges," IEEE/CAA Journal of Automatica Sinica, vol. 6, no. 5, pp. 1081-1094, Sep. 2019.

[355] C. Zhang, Y. Liu, L. Li, N.-N. Zheng and F.-Y. Wang, "Joint Task Difficulties Estimation and Testees Ranking for Intelligence Evaluation," IEEE Transactions on Computational Social Systems, vol. 6, no. 2, pp. 221-226, Apr. 2019.

[356] H. Yang, C. Huang, F.-Y. Wang, K. Song and Z. Yin, "Robust Semantic Template Matching Using a Superpixel Region Binary Descriptor," IEEE Transactions on Image Processing, vol. 28, no. 6, pp. 3061-3074, Jun. 2019.

[357] Y. Xing, C. Lv, H. Wang, H. Wang, Y. Ai, D. Cao, E. Velenis and F.-Y. Wang, "Driver Lane Change Intention Inference for Intelligent Vehicles: Framework, Survey, and Challenges," IEEE Transactions on Vehicular Technology, vol. 68, no. 5, pp. 4377-4390, May 2019.

[358] Y. Xing, C. Lv, H. Wang, D. Cao, E. Velenis and F.-Y. Wang, "Driver Activity Recognition for Intelligent Vehicles: A Deep Learning Approach," IEEE Transactions on Vehicular Technology, vol. 68, no. 6, pp. 5379-5390, Jun. 2019.

[359] Y. Xia, H. Yu and F.-Y. Wang, "Accurate and Robust Eye Center Localization via Fully Convolutional Networks," IEEE/CAA Journal of Automatica Sinica, vol. 6, no. 5, pp. 1127-1138, Sep. 2019.

[360] Y. Weng, X. Wang, J. Hua, H. Wang, M. Kang and F.-Y. Wang, "Forecasting Horticultural Products Price Using ARIMA Model and Neural Network Based on a Large-Scale Data Set Collected by Web Crawler," IEEE Transactions on Computational Social Systems, vol. 60, no. 3, pp. 547-553, 2019.

[361] X. Wang, R. Jiang, L. Li, Y.-L. Lin and F.-Y. Wang, "Long Memory is Important: A Test Study on Deep-Learning Based Car-Following Model," Physica A: Statistical Mechanics and its Applications, vol. 514, pp. 786-795, Jan. 2019.

[362] S. Wang, L. Ouyang, Y. Yuan, X. Ni, X. Han and F.-Y. Wang, "Blockchain-Enabled Smart Contracts: Architecture, Applications, and Future Trends," IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 49, no. 11, pp. 2266-2277, Nov. 2019.

[363] S. Wang, C. Huang, J. Li, Y. Yuan and F.-Y. Wang, "Decentralized Construction of Knowledge Graphs for Deep Recommender Systems Based on Blockchain-Powered Smart Contracts," IEEE Access, vol. 7, pp. 136951-136961, 2019.

[364] S. Wang, W. Ding, J. Li, Y. Yuan, L. Ouyang and F.-Y. Wang, "Decentralized Autonomous Organizations: Concept, Model, and Applications," IEEE Transactions on Computational Social Systems, vol. 6, no. 5, pp. 870-878, Oct. 2019.

[365] Q. Li, D. W. Gao, H. Zhang, Z. Wu and F.-Y. Wang, "Consensus-Based Distributed Economic Dispatch Control Method in Power Systems," IEEE Transactions on Smart Grid, vol. 10, no. 1, pp. 941-954, Jan. 2019.

[366] Z. Shen, Y. Yao, Y. Xie, C. Guo, X. Shang, X. Dong, Y. Li, Z. Pan, S. Chen, G. Xiong, F.-Y. Wang and H. Pan, "The Process of 3D Printed Skull Models for Anatomy Education," Computer Assisted Surgery, vol. 24, no. sup1, pp. 121-130, Oct. 2019.

[367] Z. Shen, X. Shang, M. Zhao, X. Dong, G. Xiong and F.-Y. Wang, "A Learning-Based Framework for Error Compensation in 3D Printing," IEEE Transactions on Cybernetics, vol. 49, no. 11, pp. 4042-4050, Nov. 2019.

[368] T. Shen, C. Gou, F.-Y. Wang, Z. He and W. Chen, "Learning from Adversarial Medical Images for X-Ray Breast Mass Segmentation," Computer Methods and Programs in Biomedicine, vol. 180, p. 105012, Oct. 2019.

[369] X. Shang, Z. Shen, G. Xiong, F.-Y. Wang, S. Liu, T. R. Nyberg, H. Wu and C. Guo, "Moving from Mass Customization to Social Manufacturing: A Footwear Industry Case Study," International Journal of Computer Integrated Manufacturing, vol. 32, no. 2, pp. 194-205, Feb. 2019.

[370] X. Shang, D. Shen, F.-Y. Wang and T. R. Nyberg, "A Heuristic Algorithm for the Fabric Spreading and Cutting Problem in Apparel Factories," IEEE/CAA Journal of Automatica Sinica, vol. 6, no. 4, pp. 961-968, Jul. 2019.

[371] K.-H. Nam, N. Jamilpour, E. Mfoumou, F.-Y. Wang, D. D. Zhang and P. K. Wong, "Probing Mechanoregulation of Neuronal Differentiation by Plasma Lithography Patterned Elastomeric Substrates," Scientific Reports, vol. 4, no. 1, pp. 307-315, Jan. 2019.

[372] H. Mo, X. Zhao and F.-Y. Wang, "Application of Interval Type-2 Fuzzy Sets in Unmanned Vehicle Visual Guidance," International Journal of Fuzzy Systems, vol. 21, no. 6, pp. 1661-1668, Sep. 2019.

[373] H. Mo, K. Yan, X. Zhao, Y. Zeng, X. Wang and F.-Y. Wang, "Type-2 Fuzzy Comprehension Evaluation for Tourist Attractive Competency," IEEE Transactions on Computational Social Systems, vol. 6, no. 1, pp. 96-102, Feb. 2019.

[374] H. Mo, L. Wei, X. Zhao, Y. Zeng, R. Li and F.-Y. Wang, "Linguistic Dynamic Analysis and Evaluation Based on Partially Connected Type-2 Fuzzy Sets," International Journal of Fuzzy Systems, vol. 21, no. 7, pp. 2147-2154, Oct. 2019.

[375] X.-B. Meng, M. Zhang, Z.-X. Zhang, R. Wang, Z. Geng and F.-Y. Wang, "Efficient Confidence-Based Hierarchical Stereo Disparity Upsampling for Noisy Inputs," IEEE Access, vol. 7, pp. 4067-4082, 2019.

[376] C. Luo, Z. Shen, S. Evangelou, G. Xiong and F.-Y. Wang, "The Combination of Two Control Strategies for Series Hybrid Electric Vehicles," IEEE/CAA Journal of Automatica Sinica, vol. 6, no. 2, pp. 596-608, Mar. 2019.

[377] Y. Liu, K. Wang, X. Li, T. Bai and F.-Y. Wang, "Progress and Outlook of Visual Tracking: Bibliographic Analysis and Perspective," IEEE Access, vol. 7, pp. 184581-184598, 2019.

[378] Y. Lin, X. Dai, L. Li and F.-Y. Wang, "Pattern Sensitive Prediction of Traffic Flow Based on Generative Adversarial Framework," IEEE Transactions on Intelligent Transportation Systems, vol. 20, no. 6, pp. 2395-2400, Jun. 2019.

[379] X. Li, Y. Wang, L. Yan, K. Wang, F. Deng and F.-Y. Wang, "ParallelEye-CS: A New Dataset of Synthetic Images for Testing the Visual Intelligence of Intelligent Vehicles," IEEE Transactions on Vehicular Technology, vol. 68, no. 10, pp. 9619-9631, Oct. 2019.

[380] X. Li, K. Wang, Y. Tian, L. Yan, F. Deng and F.-Y. Wang, "The ParallelEye Dataset: A Large Collection of Virtual Images for Traffic Vision Research," IEEE Transactions on Intelligent Transportation Systems, vol. 20, no. 6, pp. 2072-2084, Jun. 2019.

[381] L. Li, N.-N. Zheng and F.-Y. Wang, "On the Crossroad of Artificial Intelligence: A Revisit to Alan Turing and Norbert Wiener," IEEE Transactions on Cybernetics, vol. 49, no. 10, pp. 3618-3626, Oct. 2019.

[382] L. Li, X. Wang, K. Wang, Y. Lin, J. Xin, L. Chen, L. Xu, B. Tian, Y. Ai, J. Wang, D. Cao, Y. Liu, C. Wang, N. Zheng and F.-Y. Wang, "Parallel Testing of Vehicle Intelligence via Virtual-Real Interaction," Science Robotics, vol. 4, no. 28, p. eaaw4106, Mar. 2019.

[383] X. Han, Y. Yuan and F.-Y. Wang, "A Fair Blockchain Based on Proof of Credit," IEEE Transactions on Computational Social Systems, vol. 6, no. 5, pp. 922-931, Oct. 2019.

[384] S. Han, X. Wang, J. J. Zhang, D. Cao and F.-Y. Wang, "Parallel Vehicular Networks: A CPSS-Based Approach via Multimodal Big Data in IoV," IEEE Internet of Things Journal, vol. 6, no. 1, pp. 1079-1089, Feb. 2019.

[385] S. Han, D. Cao, L. Li, L. Li, S. E. Li, N.-N. Zheng and F.-Y. Wang, "From Software-Defined Vehicles to Self-Driving Vehicles: A Report on CPSS-Based Parallel Driving," IEEE Intelligent Transportation Systems Magazine, vol. 11, no. 1, pp. 6-14, 2019.

[386] C. Gou, H. Zhang, K. Wang, F.-Y. Wang and Q. Ji, "Cascade Learning from Adversarial Synthetic Images for Accurate Pupil Detection," Pattern Recognition, vol. 88, pp. 584-594, Apr. 2019.

[387] D. W. Gao, Q. Wang, F. Zhang, X. Yang, Z. Huang, S. Ma, Q. Li, X. Gong and F.-Y. Wang, "Application of AI Techniques in Monitoring and Operation of Power Systems," Frontiers in Energy, vol. 13, no. 1, pp. 71-85, Mar. 2019.

[388] X. Dai, R. Fu, E. Zhao, Z. Zhang, Y. Lin, F.-Y. Wang and L. Li, "DeepTrend 2.0: A Light-Weighted Multi-Scale Traffic Prediction Model Using Detrending," Transportation Research Part C: Emerging Technologies, vol. 103, pp. 142-157, Jun. 2019.

[389] Y. Chen, Y. Lv, X. Wang, L. Li and F.-Y. Wang, "Detecting Traffic Information from Social Media Texts with Deep Learning Approaches," IEEE Transactions on Intelligent Transportation Systems, vol. 20, no. 8, pp. 3049-3058, Aug. 2019.

[390] L. Chen, X. Hu, W. Tian, H. Wang, D. Cao and F.-Y. Wang, "Parallel Planning: A New Motion Planning Framework for Autonomous Driving," IEEE/CAA Journal of Automatica Sinica, vol. 6, no. 1, pp. 236-246, Jan. 2019.

[391] A. Almalaq, J. Hao, J. J. Zhang and F.-Y. Wang, "Parallel Building: A Complex System Approach for Smart Building Energy Management," IEEE/CAA Journal of Automatica Sinica, vol. 6, no. 6, pp. 1452-1461, Nov. 2019.

[392] M. Zhou, H. Dong, B. Ning and F.-Y. Wang, "Recent Development in Pedestrian and Evacuation Dynamics: Bibliographic Analyses, Collaboration Patterns, and Future Directions," IEEE Transactions on Computational Social Systems, vol. 5, no. 4, pp. 1034-1048, Dec. 2018.

[393] X. Zhao, T. Wang, H. Lu, X. Sun, X. Wang and F.-Y. Wang, "A Bibliographic and Coauthorship Analysis of IEEE T-ITS Literature Between 2014 and 2016," IEEE Transactions on Intelligent Transportation Systems, vol. 19, no. 9, pp. 2751-2761, Sep. 2018.

[394] J. J. Zhang, F.-Y. Wang, X. Wang, G. Xiong, F. Zhu, Y. Lv, J. Hou, S. Han, Y. Yuan, Q. Lu and Y. Lee, "Cyber-Physical-Social Systems: The State of the Art and Perspectives," IEEE Transactions on Computational Social Systems, vol. 5, no. 3, pp. 829-840, Sep. 2018.

[395] J. J. Zhang, F.-Y. Wang, Q. Wang, D. Hao, X. Yang, D. W. Gao, X. Zhao and Y. Zhang, "Parallel Dispatch: A New Paradigm of Electrical Power System Dispatch," IEEE CAA J. Autom. Sinica, vol. 5, no. 1, pp. 311-319, 2018.

[396] H. Zhang, K. Wang, Y. Tian, C. Gou and F.-Y. Wang, "Mfr-CNN: Incorporating Multi-Scale Features and Global Information for Traffic Object Detection," IEEE Transactions on Vehicular Technology, vol. 67, no. 9, pp. 8019-8030, Sep. 2018.

[397] Y. Yuan and F.-Y. Wang, "Blockchain and Cryptocurrencies: Model, Techniques, and Applications," IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 48, no. 9, pp. 1421-1428, Sep. 2018.

[398] P. Ye, T. Wang and F.-Y. Wang, "A Survey of Cognitive Architectures in the Past 20 Years," IEEE Transactions on Cybernetics, vol. 48, no. 12, pp. 3280-3290, Dec. 2018.

[399] P. Ye, S. Wang and F.-Y. Wang, "A General Cognitive Architecture for Agent-Based Modeling in Artificial Societies," IEEE Transactions on Computational Social Systems, vol. 5, no. 1, pp. 176-185, Mar. 2018.

[400] G. Xiong, F.-Y. Wang, T. R. Nyberg, X. Shang, M. Zhou, Z. Shen, S. Li and C. Guo, "From Mind to Products: Towards Social Manufacturing and Service," IEEE/CAA Journal of Automatica Sinica, vol. 5, no. 1, pp. 47-57, Jan. 2018.

[401] Y. Xing, C. Lv, Z. Zhang, H. Wang, X. Na, D. Cao, E. Velenis and F.-Y. Wang, "Identification and Analysis of Driver Postures for In-Vehicle Driving Activities and Secondary Tasks Recognition," IEEE Transactions on Computational Social Systems, vol. 5, no. 1, pp. 95-108, Mar. 2018.

[402] Y. Xing, C. Lv, L. Chen, H. Wang, H. Wang, D. Cao, E. Velenis and F.-Y. Wang, "Advances in Vision-Based Lane Detection: Algorithms, Integration, Assessment, and Perspectives on ACP-Based Parallel Vision," IEEE/CAA Journal of Automatica Sinica, vol. 5, no. 3, pp. 645-661, May 2018.

[403] X. Wang, R. Jiang, L. Li, Y. Lin, X. Zheng and F.-Y. Wang, "Capturing Car-Following Behaviors by Deep Learning," IEEE Transactions on Intelligent Transportation Systems, vol. 19, no. 3, pp. 910-920, Mar. 2018.

[404] S. Wang, X. Wang, P. Ye, Y. Yuan, S. Liu and F.-Y. Wang, "Parallel Crime Scene Analysis Based on ACP Approach," IEEE Transactions on Computational Social Systems, vol. 5, no. 1, pp. 244-255, 2018.

[405] S. Wang, J. Wang, X. Wang, T. Qiu, Y. Yuan, L. Ouyang, Y. Guo and F.-Y. Wang, "Blockchain-Powered Parallel Healthcare Systems Based on the ACP Approach," IEEE Transactions on Computational Social Systems, vol. 5, no. 4, pp. 942-950, Dec. 2018.

[406] R. Wang, M. Zhang, X. Meng, Z. Geng and F.-Y. Wang, "3-D Tracking for Augmented Reality Using Combined Region and Dense Cues in Endoscopic Surgery," IEEE Journal of Biomedical and Health Informatics, vol. 22, no. 5, pp. 1540-1551, Sep. 2018.

[407] Q. Wang, X. Yang, Z. Huang, S. Ma, Q. Li, D. W. Gao and F.-Y. Wang, "A Novel Design Framework for Smart Operating Robot in Power System," IEEE/CAA Journal of Automatica Sinica, vol. 5, no. 2, pp. 531-538, Mar. 2018.

[408] K. Wang, C. Gou and F.-Y. Wang, "M4CD: A Robust Change Detection Method for Intelligent Visual Surveillance," IEEE Access, vol. 6, pp. 15505-15520, 2018.

[409] J. Wang, N. Zheng, B. Chen, P. Chen, S. Chen, Z. Liu, F.-Y. Wang and B. Xi, "Multivariate Correlation Entropy and Law Discovery in Large Data Sets," IEEE Intelligent Systems, vol. 33, no. 5, pp. 47-54, Sep. 2018.

[410] Y. Tian, X. Li, K. Wang and F.-Y. Wang, "Training and Testing Object Detectors with Virtual Images," IEEE/CAA Journal of Automatica Sinica, vol. 5, no. 2, pp. 539-546, Mar. 2018.

[411] Y. Song, X. He, Z. Liu, W. He, C. Sun and F.-Y. Wang, "Parallel Control of Distributed Parameter Systems," IEEE Transactions on Cybernetics, vol. 48, no. 12, pp. 3291-3301, Dec. 2018.

[412] X. Shang, F.-Y. Wang, G. Xiong, T. R. Nyberg, Y. Yuan, S. Liu, C. Guo and S. Bao, "Social Manufacturing for High-End Apparel Customization," IEEE/CAA Journal of Automatica Sinica, vol. 5, no. 2, pp. 489-500, Mar. 2018.

[413] R. Qin, Y. Yuan and F.-Y. Wang, "Research on the Selection Strategies of Blockchain Mining Pools," IEEE Transactions on Computational Social Systems, vol. 5, no. 3, pp. 748-757, Sep. 2018.

[414] R. Qin, Y. Yuan and F.-Y. Wang, "A Pareto Optimal Mechanism for Demand-Side Platforms in Real Time Bidding Advertising Markets," Information Sciences, vol. 469, pp. 119-140, Dec. 2018.

[415] Y. Meng, L. Li, F.-Y. Wang, K. Li and Z. Li, "Analysis of Cooperative Driving Strategies for Nonsignalized Intersections," IEEE Transactions on Vehicular Technology, vol. 67, no. 4, pp. 2900-2911, Apr. 2018.

[416] C. M. Martinez, M. Heucke, F.-Y. Wang, B. Gao and D. Cao, "Driving Style Recognition for Intelligent Vehicle Control and Advanced Driver Assistance: A Survey," IEEE Transactions on Intelligent Transportation Systems, vol. 19, no. 3, pp. 666-676, Mar. 2018.

[417] Y. Lv, Y. Chen, L. Li and F.-Y. Wang, "Generative Adversarial Networks for Parallel Transportation Systems," IEEE Intelligent Transportation Systems Magazine, vol. 10, no. 3, pp. 4-10, 2018.

[418] C. Lv, Y. Xing, J. Zhang, X. Na, Y. Li, T. Liu, D. Cao and F.-Y. Wang, "Levenberg-Marquardt Backpropagation Training of Multilayer Neural Networks for State Estimation of a Safety-Critical Cyber-Physical System," IEEE Transactions on Industrial Informatics, vol. 14, no. 8, pp. 3436-3446, Aug. 2018.

[419] C. Lv, Y. Liu, X. Hu, H. Guo, D. Cao and F.-Y. Wang, "Simultaneous Observation of Hybrid States for Cyber-Physical Systems: A Case Study of Electric Vehicle Powertrain," IEEE Transactions on Cybernetics, vol. 48, no. 8, pp. 2357-2367, Aug. 2018.

[420] T. Liu, B. Tian, Y. Ai, L. Li, D. Cao and F.-Y. Wang, "Parallel Reinforcement Learning: A Framework and Case Study," IEEE/CAA Journal of Automatica Sinica, vol. 5, no. 4, pp. 827-835, Jul. 2018.

[421] Y. Li, J. Yang, X. Wang, S. Han, D. Cao and F.-Y. Wang, "A CPSS-Based Network Resource Optimization Mechanism for Wireless Heterogeneous Networks," IEEE Transactions on Computational Social Systems, vol. 5, no. 4, pp. 985-994, Dec. 2018.

[422] L. Li, S. Wang and F.-Y. Wang, "An Analysis of Taxi Driver’s Route Choice Behavior Using the Trace Records," IEEE Transactions on Computational Social Systems, vol. 5, no. 2, pp. 576-582, Jun. 2018.

[423] L. Li, X. Peng, F.-Y. Wang, D. Cao and L. Li, "A Situation-Aware Collision Avoidance Strategy for Car-Following," IEEE/CAA Journal of Automatica Sinica, vol. 5, no. 5, pp. 1012-1016, Sep. 2018.

[424] L. Li, Y.-L. Lin, N.-N. Zheng, F.-Y. Wang, Y. Liu, D. Cao, K. Wang and W.-L. Huang, "Artificial Intelligence Test: A Case Study of Intelligent Vehicles," Artificial Intelligence Review, vol. 50, no. 3, pp. 441-465, Oct. 2018.

[425] J. Li, S. Wang, Y. Yuan, X. Ni and F.-Y. Wang, "Dynamic Optimization of Employees Work Strategies in a WeChat-Based Evaluation System," IEEE Transactions on Computational Social Systems, vol. 5, no. 3, pp. 687-697, Sep. 2018.

[426] J. Li, X. Ni, Y. Yuan and F.-Y. Wang, "A Hierarchical Framework for Ad Inventory Allocation in Programmatic Advertising Markets," Electronic Commerce Research and Applications, vol. 31, pp. 40-51, Sep. 2018.

[427] M. Kang, X.-R. Fan, J. Hua, H. Wang, X. Wang and F.-Y. Wang, "Managing Traditional Solar Greenhouse with CPSS: A Just-For-Fit Philosophy," IEEE Transactions on Cybernetics, vol. 48, no. 12, pp. 3371-3380, Dec. 2018.

[428] Z. Huang, X. Ling, P. Wang, F. Zhang, Y. Mao, T. Lin and F.-Y. Wang, "Modeling Real-Time Human Mobility Based on Mobile Phone and Transportation Data Fusion," Transportation Research Part C: Emerging Technologies, vol. 96, pp. 251-269, Nov. 2018.

[429] Y. Hu, X. Wang and F.-Y. Wang, "A Quantitative Study of Factors Influence on Evacuation in Building Fire Emergencies," IEEE Transactions on Computational Social Systems, vol. 5, no. 2, pp. 544-552, Jun. 2018.

[430] H. Guo, L. Song, J. Liu, F.-Y. Wang, D. Cao, H. Chen, C. Lv and P. C.-K. Luk, "Hazard-Evaluation-Oriented Moving Horizon Parallel Steering Control for Driver-Automation Collaboration During Automated Driving," IEEE/CAA Journal of Automatica Sinica, vol. 5, no. 6, pp. 1062-1073, Nov. 2018.

[431] N.-N. Zheng, Z.-Y. Liu, P.-J. Ren, Y.-Q. Ma, S.-T. Chen, S.-Y. Yu, J.-R. Xue, B.-D. Chen and F.-Y. Wang, "Hybrid-Augmented Intelligence: Collaboration and Cognition," Frontiers of Information Technology & Electronic Engineering, vol. 18, no. 2, pp. 153-179, Feb. 2017.

[432] Y. Zhao, H. Gao, S. Wang and F.-Y. Wang, "A Novel Approach for Traffic Signal Control: A Recommendation Perspective," IEEE Intelligent Transportation Systems Magazine, vol. 9, no. 3, pp. 127-135, 2017.

[433] J. J. Zhang, D. W. Gao, Y. Zhang, X. Wang, X. Zhao, D. Duan, X. Dai, J. Hao and F.-Y. Wang, "Social Energy: Mining Energy from the Society," IEEE/CAA Journal of Automatica Sinica, vol. 4, no. 3, pp. 466-482, 2017.

[434] J. Zhang, L. Li and F.-Y. Wang, "A Probabilistic Mechanism Design for Online Auctions," IEEE Access, vol. 5, pp. 10782-10794, 2017.

[435] S. Zeng, J. Li, X. Ni, Y. Yuan and F.-Y. Wang, "Research on Social Marketing Strategies with an Agent-Based Propagation Model," IFAC-PapersOnLine, vol. 50, no. 1, pp. 13581-13586, Jul. 2017.

[436] Y. Yuan, F.-Y. Wang and D. Zeng, "Competitive Analysis of Bidding Behavior on Sponsored Search Advertising Markets," IEEE Transactions on Computational Social Systems, vol. 4, no. 3, pp. 179-190, Sep. 2017.

[437] P. Ye, X. Hu, Y. Yuan and F.-Y. Wang, "Population Synthesis Based on Joint Distribution Inference Without Disaggregate Samples," Journal of Artificial Societies and Social Simulation, vol. 20, no. 4, p. 16, 2017.

[438] Y. Yao, B. Tian and F.-Y. Wang, "Coupled Multivehicle Detection and Classification with Prior Objectness Measure," IEEE Transactions on Vehicular Technology, vol. 66, no. 3, pp. 1975-1984, Mar. 2017.

[439] X. Wang, X. Zheng, X. Zhang, K. Zeng and F.-Y. Wang, "Analysis of Cyber Interactive Behaviors Using Artificial Community and Computational Experiments," IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 47, no. 6, pp. 995-1006, Jun. 2017.

[440] K. Wang, C. Gou, N. Zheng, J. M. Rehg and F.-Y. Wang, "Parallel Vision for Perception and Understanding of Complex Scenes: Methods, Framework, and Perspectives," Artificial Intelligence Review, vol. 48, no. 3, pp. 299-329, Oct. 2017.

[441] K. Wang, C. Gou, Y. Duan, Y. Lin, X. Zheng and F.-Y. Wang, "Generative Adversarial Networks: Introduction and Outlook," IEEE/CAA Journal of Automatica Sinica, vol. 4, no. 4, pp. 588-598, 2017.

[442] F.-Y. Wang, N.-N. Zheng, D. Cao, C. M. Martinez, L. Li and T. Liu, "Parallel Driving in CPSS: A Unified Approach for Transport Automation and Vehicle Intelligence," IEEE/CAA Journal of Automatica Sinica, vol. 4, no. 4, pp. 577-587, 2017.

[443] F.-Y. Wang, J. Zhang, Q. Wei, X. Zheng and L. Li, "PDP: Parallel Dynamic Programming," IEEE/CAA Journal of Automatica Sinica, vol. 4, no. 1, pp. 1-5, Jan. 2017.

[444] B. Wang, X. Ding and F.-Y. Wang, "Determination of Polynomial Degree in the Regression of Drug Combinations," IEEE/CAA Journal of Automatica Sinica, vol. 4, no. 1, pp. 41-47, Jan. 2017.

[445] L. Sheng, S. Xiuqin, C. Changjian, Z. Hongxia, S. Dayong and F.-Y. Wang, "Heuristic Algorithm for the Container Loading Problem with Multiple Constraints," Computers & Industrial Engineering, vol. 108, pp. 149-164, Jun. 2017.

[446] R. Qin, Y. Yuan and F.-Y. Wang, "Improving Auction Mechanisms for Online Real-Time Bidding Advertising with a Two-Stage Resale Model," IFAC-PapersOnLine, vol. 50, no. 1, pp. 13575-13580, Jul. 2017.

[447] R. Qin, Y. Yuan and F.-Y. Wang, "Exploring the Optimal Granularity for Market Segmentation in RTB Advertising via Computational Experiment Approach," Electronic Commerce Research and Applications, vol. 24, pp. 68-83, Jul. 2017.

[448] W. Liu, Z. Li, L. Li and F.-Y. Wang, "Parking Like a Human: A Direct Trajectory Planning Solution," IEEE Transactions on Intelligent Transportation Systems, vol. 18, no. 12, pp. 3388-3397, Dec. 2017.

[449] L. Li, Y. Lin, N. Zheng and F.-Y. Wang, "Parallel Learning: A Perspective and a Framework," IEEE/CAA Journal of Automatica Sinica, vol. 4, no. 3, pp. 389-395, 2017.

[450] J. Li, Y. Yuan, X. Zhao and F.-Y. Wang, "Research on Information Structure of Programmatic Advertising Markets," IFAC-PapersOnLine, vol. 50, no. 1, pp. 13587-13592, Jul. 2017.

[451] M. Kang and F.-Y. Wang, "From Parallel Plants to Smart Plants: Intelligent Control and Management for Plant Growth," IEEE/CAA Journal of Automatica Sinica, vol. 4, no. 2, pp. 161-166, Apr. 2017.

[452] R. Hou, L. Fang, Y. Chang, L. Yang and F.-Y. Wang, "Named Data Networking Over WDM-Based Optical Networks," IEEE Network, vol. 31, no. 3, pp. 70-79, May 2017.

[453] S. Han, P. Zhang, F. Shi and F.-Y. Wang, "Relaying Strategy Based on Estimated Information for Multi-Antenna Cooperative Networks," China Communications, vol. 14, no. 8, pp. 157-165, Aug. 2017.

[454] S. Han, P. Zhang, F. Shi and F.-Y. Wang, "An SNR-Adaptive Relaying Algorithm for Multi-Antenna Cooperative Networks," China Communications, vol. 14, no. 10, pp. 228-236, Oct. 2017.

[455] C. Gou, Y. Wu, K. Wang, K. Wang, F.-Y. Wang and Q. Ji, "A Joint Cascaded Framework for Simultaneous Eye Detection and Eye State Estimation," Pattern Recognition, vol. 67, pp. 23-31, Jul. 2017.

[456] M. Zhou, H. Dong, F.-Y. Wang, Q. Wang and X. Yang, "Modeling and Simulation of Pedestrian Dynamical Behavior Based on a Fuzzy Logic Approach," Information Sciences, vol. 360, pp. 112-130, Sep. 2016.

[457] Q. Zhang, D. D. Zeng, F.-Y. Wang, R. Breiger and J. A. Hendler, "Brokers or Bridges? Exploring Structural Holes in a Crowdsourcing System," Computer, vol. 49, no. 6, pp. 56-64, Jun. 2016.

[458] Y. Yuan, F.-Y. Wang and D. Zeng, "Developing a Cooperative Bidding Framework for Sponsored Search Markets - an Evolutionary Perspective," Information Sciences, vol. 369, pp. 674-689, Nov. 2016.

[459] P.-J. Ye, X. Wang, C. Chen, Y.-T. Lin and F.-Y. Wang, "Hybrid Agent Modeling in Population Simulation: Current Approaches and Future Directions," Journal of Artificial Societies and Social Simulation, vol. 19, no. 1, p. 12, 2016.

[460] X. Wang, L. Li, Y. Yuan, P. Ye and F.-Y. Wang, "ACP-Based Social Computing and Parallel Intelligence: Societies 5.0 and Beyond," CAAI Transactions on Intelligence Technology, vol. 1, no. 4, pp. 377-393, Oct. 2016.

[461] K. Wang, Y. Liu, C. Gou and F.-Y. Wang, "A Multi-View Learning Approach to Foreground Detection for Traffic Surveillance Applications," IEEE Transactions on Vehicular Technology, vol. 65, no. 6, pp. 4144-4158, Jun. 2016.

[462] F.-Y. Wang, J. J. Zhang, X. Zheng, X. Wang, Y. Yuan, X. Dai, J. Zhang and L. Yang, "Where Does Alphago Go: From Church-Turing Thesis to AlphaGo Thesis and Beyond," IEEE/CAA Journal of Automatica Sinica, vol. 3, no. 2, pp. 113-120, Apr. 2016.

[463] F.-Y. Wang, L. Yang, X. Cheng, S. Han and J. Yang, "Network Softwarization and Parallel Networks: Beyond Software-Defined Networks," IEEE Network, vol. 30, no. 4, pp. 60-65, Jul. 2016.

[464] F.-Y. Wang, X. Wang, L. Li and L. Li, "Steps Toward Parallel Intelligence," IEEE/CAA Journal of Automatica Sinica, vol. 3, no. 4, pp. 345-348, Oct. 2016.

[465] F.-Y. Wang and Y. Gao, "On Frequency Sensitivity and Mode Orthogonality of Flexible Robotic Manipulators," IEEE/CAA Journal of Automatica Sinica, vol. 3, no. 4, pp. 394-397, Oct. 2016.

[466] L. Li, Y. Lv and F.-Y. Wang, "Traffic Signal Timing via Deep Reinforcement Learning," IEEE/CAA Journal of Automatica Sinica, vol. 3, no. 3, pp. 247-254, Jul. 2016.

[467] L. Li, W.-L. Huang, Y. Liu, N.-N. Zheng and F.-Y. Wang, "Intelligence Testing for Autonomous Vehicles: A New Approach," IEEE Transactions on Intelligent Vehicles, vol. 1, no. 2, pp. 158-166, Jun. 2016.

[468] Y. Duan, Y. Lv, Y.-L. Liu and F.-Y. Wang, "An Efficient Realization of Deep Learning for Traffic Data Imputation," Transportation Research Part C: Emerging Technologies, vol. 72, pp. 168-181, Nov. 2016.

[469] X. Zheng, D. Zeng and F.-Y. Wang, "Social Balance in Signed Networks," Information Systems Frontiers, vol. 17, no. 5, pp. 1077-1095, Oct. 2015.

[470] B. Tian, M. Tang and F.-Y. Wang, "Vehicle Detection Grammars with Partial Occlusion Handling for Traffic Surveillance," Transportation Research Part C: Emerging Technologies, vol. 56, pp. 80-93, Jul. 2015.

[471] F. Qu, Z. Wu, F.-Y. Wang and W. Cho, "A Security and Privacy Review of VANETs," IEEE Transactions on Intelligent Transportation Systems, vol. 16, no. 6, pp. 2985-2996, Dec. 2015.

[472] M. F. Lupu, M. Sun, F.-Y. Wang and Z.-H. Mao, "Information-Transmission Rates in Manual Control of Unstable Systems with Time Delays," IEEE Transactions on Biomedical Engineering, vol. 62, no. 1, pp. 342-351, Jan. 2015.

[473] Y. Li and F.-Y. Wang, "Vehicle Detection Based on And-Or Graph and Hybrid Image Templates for Complex Urban Traffic Conditions," Transportation Research Part C: Emerging Technologies, vol. 51, pp. 19-28, Feb. 2015.

[474] B. Li, Y. Chen and F.-Y. Wang, "Pedestrian Detection Based on Clustered Poselet Models and Hierarchical And-Or Grammar," IEEE Transactions on Vehicular Technology, vol. 64, no. 4, pp. 1435-1444, Apr. 2015.

[475] W. Chen, F. Guo and F.-Y. Wang, "A Survey of Traffic Data Visualization," IEEE Transactions on Intelligent Transportation Systems, vol. 16, no. 6, pp. 2970-2984, Dec. 2015.

[476] J. Zhang, S. Zeng, W. Liu, T. Wang, F.-Y. Wang and C. L. P. Chen, "A Social Choice Force Model for Estimating Collective Action Manipulation," IFAC Proceedings Volumes, vol. 47, no. 3, pp. 9847-9852, 2014.

[477] K. Zeng, X. Wang, Q. Zhang, X. Zhang and F.-Y. Wang, "Behavior Modeling of Internet Water Army in Online Forums," IFAC Proceedings Volumes, vol. 47, no. 3, pp. 9858-9863, 2014.

[478] H. Yao, W. Zhu and F.-Y. Wang, "Secondary Basis Unique Augmentation Matroids and Union Minimal Matroids," International Journal of Machine Learning and Cybernetics, vol. 5, no. 6, pp. 955-962, Dec. 2014.

[479] Q. Wei, F.-Y. Wang, D. Liu and X. Yang, "Finite-Approximation-Error-Based Discrete-Time Iterative Adaptive Dynamic Programming," IEEE Transactions on Cybernetics, vol. 44, no. 12, pp. 2820-2833, Dec. 2014.

[480] T. Wang, Z. Liu, K. Cui, J. Zhang, F.-Y. Wang and C. P. Chen, "On Mobilizing Processes of Cyber Movement Organizations," IFAC Proceedings Volumes, vol. 47, no. 3, pp. 9853-9857, 2014.

[481] J. Wang, W. Zhu, F.-Y. Wang and G. Liu, "Conditions for Coverings to Induce Matroids," International Journal of Machine Learning and Cybernetics, vol. 5, no. 6, pp. 947-954, Dec. 2014.

[482] F.-Y. Wang, D. Zeng, Q. Zhang, J. A. Hendler and J. Cao, "The Chinese ‘Human Flesh’ Web: The First Decade and Beyond," Chinese Science Bulletin, vol. 59, no. 26, pp. 3352-3361, Sep. 2014.

[483] J. Sun, N. Jamilpour, F.-Y. Wang and P. K. Wong, "Geometric Control of Capillary Architecture via Cell-Matrix Mechanical Interactions," Biomaterials, vol. 35, no. 10, pp. 3273-3280, Mar. 2014.

[484] Z. Shen, K. Wang, F.-Y. Wang and C. L. P. Chen, "GPU Based Genetic Algorithms for the Dynamic Sub-Area Division Problem of the Transportation System," IFAC Proceedings Volumes, vol. 47, no. 3, pp. 5115-5120, 2014.

[485] H. Mo, F.-Y. Wang, M. Zhou, R. Li and Z. Xiao, "Footprint of Uncertainty for Type-2 Fuzzy Sets," Information Sciences, vol. 272, pp. 96-110, Jul. 2014.

[486] Y. Lv, Y. Duan, W. Kang, Z. Li and F.-Y. Wang, "Traffic Flow Prediction with Big Data: A Deep Learning Approach," IEEE Transactions on Intelligent Transportation Systems, vol. 16, no. 2, pp. 1-9, 2014.

[487] D. Liu, D. Wang, F.-Y. Wang, H. Li and X. Yang, "Neural-Network-Based Online HJB Solution for Optimal Robust Guaranteed Cost Control of Continuous-Time Uncertain Nonlinear Systems," IEEE Transactions on Cybernetics, vol. 44, no. 12, pp. 2834-2847, Dec. 2014.

[488] Y. Hu, F.-Y. Wang and X. Liu, "A CPSS Approach for Emergency Evacuation in Building Fires," IEEE Intelligent Systems, vol. 29, no. 3, pp. 48-52, May 2014.

[489] X. Cheng, X. Hu, L. Yang, I. Husain, K. Inoue, P. Krein, R. Lefevre, Y. Li, H. Nishi, J. G. Taiber, F.-Y. Wang, Y. Zha, W. Gao and Z. Li, "Electrified Vehicles and the Smart Grid: The ITS Perspective," IEEE Transactions on Intelligent Transportation Systems, vol. 15, no. 4, pp. 1388-1404, Aug. 2014.

[490] C. L. P. Chen, G.-X. Wen, Y.-J. Liu and F.-Y. Wang, "Adaptive Consensus Control for a Class of Nonlinear Multiagent Time-Delay Systems Using Neural Networks," IEEE Transactions on Neural Networks and Learning Systems, vol. 25, no. 6, pp. 1217-1226, Jun. 2014.

[491] F.-Y. Wang and P.-K. Wong, "Research Commentary: Intelligent Systems and Technology for Integrative and Predictive Medicine: An ACP Approach," ACM Trans. Intell. Syst. Technol., vol. 4, no. 2, p. 32: 1-32: 6, 2013.

[492] W. Duan, Z. Cao, Y. Wang, B. Zhu, D. Zeng, F.-Y. Wang, X. Qiu, H. Song and Y. Wang, "An ACP Approach to Public Health Emergency Management: Using a Campus Outbreak of H1N1 Influenza as a Case Study," IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 43, no. 5, pp. 1028-1041, Sep. 2013.

[493] C. Chen and F.-Y. Wang, "A Self-Organizing Neuro-Fuzzy Network Based on First Order Effect Sensitivity Analysis," Neurocomputing, vol. 118, pp. 21-32, Oct. 2013.

[494] W. Zhu and F.-Y. Wang, "The Fourth Type of Covering-Based Rough Sets," Information Sciences, vol. 201, pp. 80-92, Oct. 2012.

[495] X. Zheng, Y. Zhong, D. Zeng and F.-Y. Wang, "Social Influence and Spread Dynamics in Social Networks," Frontiers of Computer Science, vol. 6, no. 5, pp. 611-620, 2012.

[496] Q. Zhang, F.-Y. Wang, D. Zeng and T. Wang, "Understanding Crowd-Powered Search Groups: A Social Network Perspective," PLoS ONE, vol. 7, no. 6, p. e39749, Jun. 2012.

[497] Y. Yang, J. Zhang, R. Qin, J. Li, F.-Y. Wang and W. Qi, "A Budget Optimization Framework for Search Advertisements Across Markets," IEEE Transactions on Systems, Man, and Cybernetics- Part A: Systems and Humans, vol. 42, no. 5, pp. 1141-1151, Sep. 2012.

[498] P. Li, P. Fan, K. Xing, H. Wang, Z. Jiang and F.-Y. Wang, "Tussle Between APS in a Location-Dependent Pricing Game," IEEE Trans. Wirel. Commun., vol. 11, no. 1, pp. 338-345, 2012.

[499] D. Zhao, X. Bai, F.-Y. Wang, J. Xu and W. Yu, "DHP Method for Ramp Metering of Freeway Traffic," IEEE Transactions on Intelligent Transportation Systems, vol. 12, no. 4, pp. 990-999, Dec. 2011.

[500] J. Zhang, X. Wang, U. Kruger and F.-Y. Wang, "Principal Curve Algorithms for Partitioning High-Dimensional Data Spaces," IEEE Transactions on Neural Networks, vol. 22, no. 3, pp. 367-380, Mar. 2011.

[501] J. Zhang, F.-Y. Wang, K. Wang, W.-H. Lin, X. Xu and C. Chen, "Data-Driven Intelligent Transportation Systems: A Survey," IEEE Transactions on Intelligent Transportation Systems, vol. 12, no. 4, pp. 1624-1639, Dec. 2011.

[502] D. Zeng, D. Wei, M. Chau and F.-Y. Wang, "Domain-Specific Chinese Word Segmentation Using Suffix Tree and Mutual Information," Information Systems Frontiers, vol. 13, no. 1, pp. 115-125, Mar. 2011.

[503] F.-Y. Wang, N. Jin, D. Liu and Q. Wei, "Adaptive Dynamic Programming for Finite-Horizon Optimal Control of Discrete-Time Nonlinear Systems with Error Bound," IEEE Transactions on Neural Networks, vol. 22, no. 1, pp. 24-36, Jan. 2011.

[504] F.-Y. Wang, "Another Look at Linear Compensator Design: A Classic Control Problem Revisited," IEEE Circuits and Systems Magazine, vol. 11, no. 4, pp. 45-50, 2011.

[505] D. Sang, B. Lv, H. He, F.-Y. Wang and J. He, "Analyzing Neural Interaction Characteristics in a Monkey’s Motor Cortex During Reach-To-Grasp Tasks," IEEE Intelligent Systems, vol. 26, no. 5, pp. 64-71, Sep. 2011.

[506] J. Li, S. Tang, X. Wang, W. Duan and F.-Y. Wang, "Growing Artificial Transportation Systems: A Rule-Based Iterative Design Process," IEEE Transactions on Intelligent Transportation Systems, vol. 12, no. 2, pp. 322-332, Jun. 2011.

[507] C. Collberg, J. Davidson, R. Giacobazzi, Y. X. Gu, A. Herzberg and F.-Y. Wang, "Toward Digital Asset Protection," IEEE Intelligent Systems, vol. 26, no. 6, pp. 8-13, Nov. 2011.

[508] F.-Y. Wang, D. Zeng, J. A. Hendler, Q. Zhang, Z. Feng, Y. Gao, H. Wang and G. Lai, "A Study of the Human Flesh Search Engine: Crowd-Powered Expansion of Online Knowledge," Computer, vol. 43, no. 8, pp. 45-53, Aug. 2010.

[509] F.-Y. Wang, "The Emergence of Intelligent Enterprises: From CPS to CPSS," IEEE Intelligent Systems, vol. 25, no. 4, pp. 85-88, Jul. 2010.

[510] F.-Y. Wang, "Parallel Control and Management for Intelligent Transportation Systems: Concepts, Architectures, and Applications," IEEE Transactions on Intelligent Transportation Systems, vol. 11, no. 3, pp. 630-638, Sep. 2010.

[511] F. Qu, F.-Y. Wang and L. Yang, "Intelligent Transportation Spaces: Vehicles, Traffic, Communications, and Beyond," IEEE Communications Magazine, vol. 48, no. 11, pp. 136-142, Nov. 2010.

[512] C. H. Chen, V. Gau, D. D. Zhang, J. C. Liao, F.-Y. Wang and P. K. Wong, "Statistical Metamodeling for Revealing Synergistic Antimicrobial Interactions," PLoS ONE, vol. 5, no. 11, p. e15472, 2010.

[513] Z. Cao, D. Zeng, X. Zheng, Q. Wang, F.-Y. Wang, J. Wang and X. Wang, "Spatio-Temporal Evolution of Beijing 2003 SARS Epidemic," Science China Earth Sciences, vol. 53, no. 7, pp. 1017-1028, Jul. 2010.

[514] Z. Cao, D. Zeng, Q. Wang, X. Zheng and F.-Y. Wang, "An Epidemiological Analysis of the Beijing 2008 Hand-Foot-Mouth Epidemic," Chinese Science Bulletin, vol. 55, no. 12, pp. 1142-1149, Apr. 2010.

[515] C. Zhang, D. Zeng, J. Li, F.-Y. Wang and W. Zuo, "Sentiment Analysis of Chinese Documents: From Sentence to Document Level," Journal of the American Society for Information Science and Technology, vol. 60, no. 12, pp. 2474-2487, Dec. 2009.

[516] D. D. Zeng, H.-C. Chen, Z. Cao, F.-Y. Wang, X. Zheng and Q. Wang, "Disease Surveillance Based on Spatial Contact Networks: A Case Study of Beijing 2003 SARS Epidemic," IEEE Intelligent Systems, vol. 24, pp. 77-82, Dec. 2009.

[517] X.-D. Wu, X.-Q. Zhu, Q.-J. Chen and F.-Y. Wang, "Ubiquitous Mining with Interactive Data Mining Agents," Journal of Computer Science and Technology, vol. 24, no. 6, pp. 1018-1027, Nov. 2009.

[518] F.-Y. Wang, H. Zhang and D. Liu, "Adaptive Dynamic Programming: An Introduction," IEEE Computational Intelligence Magazine, vol. 4, no. 2, pp. 39-47, May 2009.

[519] H. Mo and F.-Y. Wang, "Linguistic Dynamic Systems Based on Computing with Words and Their Stabilities," Science in China Series F: Information Sciences, vol. 52, no. 5, pp. 780-796, May 2009.

[520] X.-C. Li, W.-J. Mao, D. Zeng, P. Su and F.-Y. Wang, "Performance Evaluation of Machine Learning Methods in Cultural Modeling," Journal of Computer Science and Technology, vol. 24, no. 6, pp. 1010-1017, Nov. 2009.

[521] H.-Q. Li, F. Xia, D. Zeng, F.-Y. Wang and W.-J. Mao, "Exploring Social Annotations with the Application to Web Page Recommendation," Journal of Computer Science and Technology, vol. 24, no. 6, pp. 1028-1034, Nov. 2009.

[522] H. Chen, D. Zeng, D. L. Buckeridge, M. I. Izadi, A. Verma, A. Okhmatovskaia, X. Hu, X. Shen, Z. Cao, F.-Y. Wang, X. Zheng and Q. Wang, "AI for Global Disease Surveillance," IEEE Intelligent Systems, vol. 24, no. 6, pp. 66-82, Nov. 2009.

[523] X. Zheng, D. Zeng, H. Li and F.-Y. Wang, "Analyzing Open-Source Software Systems as Complex Networks," Physica A: Statistical Mechanics and its Applications, vol. 387, no. 24, pp. 6190-6200, Oct. 2008.

[524] N. Zhang, F.-Y. Wang, F. Zhu, D. Zhao and S. Tang, "DynaCAS: Computational Experiments and Decision Support for ITS," IEEE Intelligent Systems, vol. 23, no. 6, pp. 19-23, Nov. 2008.

[525] D. Zeng, F.-Y. Wang, X. Zheng, Y. Yuan, G. Chen and J. Chen, "Intelligent-Commerce Research in China," IEEE Intelligent Systems, vol. 23, no. 6, pp. 14-18, Nov. 2008.

[526] F.-Y. Wang, "Toward a Revolution in Transportation Operations: AI for Complex Systems," IEEE Intelligent Systems, vol. 23, no. 6, pp. 8-13, Nov. 2008.

[527] L. Li and F.-Y. Wang, "Control and Communication Synthesis in Networked Control Systems," International Journal of Intelligent Control and Systems, vol. 13, no. 2, pp. 81-88, 2008.

[528] W. Zhu and F.-Y. Wang, "On Three Types of Covering-Based Rough Sets," IEEE Transactions on Knowledge and Data Engineering, vol. 19, no. 8, pp. 1131-1144, Aug. 2007.

[529] X. Zhang, F.-Y. Wang and L. Li, "Optimal Selection of Piezoelectric Substrates and Crystal Cuts for Saw-Based Pressure and Temperature Sensors," IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control, vol. 54, no. 6, pp. 1207-1216, Jun. 2007.

[530] D. Zeng, S. S. Chawathe, H. Huang and F.-Y. Wang, "Protecting Transportation Infrastructure," IEEE Intelligent Systems, vol. 22, no. 5, pp. 8-11, Sep. 2007.

[531] L. Yang and F.-Y. Wang, "Driving into Intelligent Spaces with Pervasive Communications," IEEE Intelligent Systems, vol. 22, no. 1, pp. 12-15, Jan. 2007.

[532] F.-Y. Wang, K. M. Carley, D. Zeng and W. Mao, "Social Computing: From Social Informatics to Social Intelligence," IEEE Intelligent Systems, vol. 22, no. 2, pp. 79-83, Mar. 2007.

[533] F.-Y. Wang, "Toward a Paradigm Shift in Social Computing: The ACP Approach," IEEE Intelligent Systems, vol. 22, no. 5, pp. 65-67, Sep. 2007.

[534] F.-Y. Wang, D. Zeng and L. Yang, "Smart Cars on Smart Roads: An IEEE Intelligent Transportation Systems Society Update," IEEE Pervasive Computing, vol. 5, no. 4, pp. 68-69, Oct. 2006.

[535] F.-Y. Wang, "Driving into the Future with ITS," IEEE Intelligent Systems, vol. 21, no. 3, pp. 94-95, May 2006.

[536] S. Tang, F.-Y. Wang and Q. Miao, "ITSC 05: Current Issues and Research Trends," IEEE Intelligent Systems, vol. 21, no. 2, pp. 96-102, Mar. 2006.

[537] S. Tang and F.-Y. Wang, "A PCI-Based Evaluation Method for Level of Services for Traffic Operational Systems," IEEE Transactions on Intelligent Transportation Systems, vol. 7, no. 4, pp. 494-499, Dec. 2006.

[538] B. Ning, T. Tang, Z. Gao, F. Yan, F.-Y. Wang and D. Zeng, "Intelligent Railway Systems in China," IEEE Intelligent Systems, vol. 21, no. 5, pp. 80-83, Sep. 2006.

[539] R. Lu, D. Zeng and F.-Y. Wang, "AI Research in China: 50 Years Down the Road," IEEE Intelligent Systems, vol. 21, no. 3, pp. 91-93, May 2006.

[540] L. Li, F.-Y. Wang and Q. Zhou, "Integrated Longitudinal and Lateral Tire/road Friction Modeling and Monitoring for Vehicle Motion Control," IEEE Transactions on Intelligent Transportation Systems, vol. 7, no. 1, pp. 1-19, Mar. 2006.

[541] L. Li and F.-Y. Wang, "Cooperative Driving at Blind Crossings Using Intervehicle Communication," IEEE Transactions on Vehicular Technology, vol. 55, no. 6, pp. 1712-1724, Nov. 2006.

[542] Y. Yao, F.-Y. Wang, J. Wang and D. Zeng, "Rule + Exception Strategies for Security Information Analysis," IEEE Intelligent Systems, vol. 20, no. 5, pp. 52-57, Sep. 2005.

[543] F.-Y. Wang, "An Efficient Coordinate Frame Calibration Method for 3-D Measurement by Multiple Camera Systems," IEEE Transactions on Systems, Man and Cybernetics, Part C (Applications and Reviews), vol. 35, no. 4, pp. 453-464, Nov. 2005.

[544] F.-Y. Wang, "Agent-Based Control for Networked Traffic Management Systems," IEEE Intelligent Systems, vol. 20, no. 5, pp. 92-96, Sep. 2005.

[545] F.-Y. Wang, "On the Abstraction of Conventional Dynamic Systems: From Numerical Analysis to Linguistic Analysis," Information Sciences, vol. 171, no. 1-3, pp. 233-259, Mar. 2005.

[546] Q. Tao, G.-W. Wu, F.-Y. Wang and J. Wang, "Posterior Probability Support Vector Machines for Unbalanced Data," IEEE Transactions on Neural Networks, vol. 16, no. 6, pp. 1561-1573, Nov. 2005.

[547] P. Mirchandani and F.-Y. Wang, "RHODES to Intelligent Transportation Systems," IEEE Intelligent Systems, vol. 20, no. 1, pp. 10-15, Jan. 2005.

[548] L. Li, J. Song, F.-Y. Wang, W. Niehsen and N.-N. Zheng, "IVS 05: New Developments and Research Trends for Intelligent Vehicles," IEEE Intelligent Systems, vol. 20, no. 4, pp. 10-14, Jul. 2005.

[549] N.-N. Zheng, S. Tang, H. Cheng, Q. Li, G. Lai and F.-Y. Wang, "Toward Intelligent Driver-Assistance and Safety Warning System," IEEE Intelligent Systems, vol. 19, no. 2, pp. 8-11, Mar. 2004.

[550] D. Zeng, F.-Y. Wang and M. Liu, "Efficient Web Content Delivery Using Proxy Caching Techniques," IEEE Transactions on Systems, Man and Cybernetics, Part C (Applications and Reviews), vol. 34, no. 3, pp. 270-280, Aug. 2004.

[551] F.-Y. Wang and S. Tang, "Artificial Societies for Integrated and Sustainable Development of Metropolitan Systems," IEEE Intelligent Systems, vol. 19, no. 4, pp. 82-87, Jul. 2004.

[552] F.-Y. Wang and M. Liu, "The Coming of CSP: Automated Assembly Processes for High-Volume Chip Scale Packaging," IEEE Robotics & Automation Magazine, vol. 11, no. 1, pp. 59-69, Mar. 2004.

[553] F.-Y. Wang, Y. Gao and M. Zhou, "A Modified Reachability Tree Approach to Analysis of Unbounded Petri Nets," IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics), vol. 34, no. 1, pp. 303-308, Feb. 2004.

[554] F.-Y. Wang, "Agent-Based Control for Fuzzy Behavior Programming in Robotic Excavation," IEEE Transactions on Fuzzy Systems, vol. 12, no. 4, pp. 540-548, Aug. 2004.

[555] F.-Y. Wang, "A Simple and Analytical Procedure for Calibrating Extrinsic Camera Parameters," IEEE Transactions on Robotics and Automation, vol. 20, no. 1, pp. 121-124, Feb. 2004.

[556] M.-K. Liu, F.-Y. Wang and D. D. Zeng, "Web Caching: A Way to Improve Web QoS," Journal of Computer Science and Technology, vol. 19, no. 2, pp. 113-127, Mar. 2004.

[557] L. Li, D. D. Zeng and F.-Y. Wang, "Equilibrium Bidding Strategy for GSP Keyword Auctions," SSRN Electronic Journal, vol. 11, no. 1, pp. 59-69, Mar. 2004.

[558] H. Chen, F.-Y. Wang and D. Zeng, "Intelligence and Security Informatics for Homeland Security: Information, Communication, and Transportation," IEEE Transactions on Intelligent Transportation Systems, vol. 5, no. 4, pp. 329-341, Dec. 2004.

[559] W. Zhu and F.-Y. Wang, "Reduction and Axiomization of Covering Generalized Rough Sets," Information Sciences, vol. 152, pp. 217-230, Jun. 2003.

[560] F.-Y. Wang, X. Wang, L. Li and P. Mirchandani, "Creating a Digital-Vehicle Proving Ground," IEEE Intelligent Systems, vol. 18, no. 2, pp. 12-15, Mar. 2003.

[561] F.-Y. Wang, S. Tang, Y. Sui and X. Wang, "Toward Intelligent Transportation Systems for the 2008 Olympics," IEEE Intelligent Systems, vol. 18, no. 6, pp. 8-11, Nov. 2003.

[562] F.-Y. Wang, "The Exact and Unique Solution for Phase-Lead and Phase-Lag Compensation," IEEE Transactions on Education, vol. 46, no. 2, pp. 258-262, May 2003.

[563] Z.-W. Gao and F.-Y. Wang, "New Results on Doubly Coprime Fractional Representations of Generalized Dynamical Systems," IEEE Transactions on Automatic Control, vol. 48, no. 2, pp. 299-307, Feb. 2003.

[564] F.-Y. Wang, P. Mirchandani and Z. Wang, "The VISTA Project and its Applications," IEEE Intelligent Systems, vol. 17, no. 6, pp. 72-75, Nov. 2002.

[565] P. Zhou, F.-Y. Wang, W. Chen and P. Lever, "Optimal Construction and Control of Flexible Manipulators: A Case Study Based on LQR Output Feedback," Mechatronics, vol. 11, no. 1, pp. 59-77, Feb. 2001.

[566] Y. T. Lin, F.-Y. Wang, P. B. Mirchandani, L. Wu, Z. X. Wang, C. Yeo and M. Do, "Implementing Adaptive Driving Systems for Intelligent Vehicles by Using Neuro-Fuzzy Networks," Transportation Research Record: Journal of the Transportation Research Board, vol. 1774, no. 1, pp. 98-105, Jan. 2001.

[567] M. Fu, C. Yeo, Y. Lin and F.-Y. Wang, "WAVES: Web-Based Audio/Video Educational Systems for Real-Time Laboratory Experiments," IFAC Proceedings Volumes, vol. 33, no. 31, pp. 205-212, Dec. 2000.

[568] P. Zhou, F.-Y. Wang and P. J. Lever, "Mechatronic-Based Integrated Construction and Control of Flexible Manipulators," IFAC Proceedings Volumes, vol. 32, no. 2, pp. 581-586, Jul. 1999.

[569] F.-Y. Wang. "Outline of a Computational Theory for Linguistic Dynamic Systems Toward Computing with Words." International Journal of Intelligent Control and Systems, 1998, vol. 2, no. 2, pp. 211-224.

[570] F.-Y. Wang, J. L. Russell and Z. Liu, "Minimum-Weight Design of Flexible Arms for Specified Fundamental Frequency," Journal of Robotic Systems, vol. 14, no. 1, pp. 49-57, Jan. 1997.

[571] X. Shi, F.-Y. Wang and P. Lever, "Experimental Results of Robotic Excavation Using Fuzzy Behavior Control," Control Engineering Practice, vol. 4, no. 2, pp. 145-152, Feb. 1996.

[572] X. Shi, P. J. Lever and F.-Y. Wang, "Fuzzy Behavior Integration and Action Fusion for Robotic Excavation," IEEE Transactions on Industrial Electronics, vol. 43, no. 3, pp. 395-402, Jun. 1996.

[573] F.-Y. Wang and J. L. Russell, "Optimum Shape Construction of Flexible Manipulators with Total Weight Constraint," IEEE Transactions on Systems, Man, and Cybernetics, vol. 25, no. 4, pp. 605-614, Apr. 1995.

[574] F.-Y. Wang and H.-M. Kim, "Implementing Adaptive Fuzzy Logic Controllers with Neural Networks: A Design Paradigm," Journal of Intelligent and Fuzzy Systems, vol. 3, no. 2, pp. 165-180, 1995.

[575] F.-Y. Wang, "Optimum Design of Vibrating Cantilevers: A Classical Probem Revisited," Journal of Optimization Theory and Applications, vol. 84, no. 3, pp. 635-652, Mar. 1995.

[576] F.-Y. Wang and X. Y. Fan, "Cell-to-Cell Mapping Method for Time-Optimal Trajectory Planning of Multiple Robot Arm Systems," Journal of Optimization Theory and Applications, vol. 86, no. 2, pp. 347-368, Aug. 1995.

[577] P. J. A. Lever, F.-Y. Wang, D. D. Chen and X. Shi, "Autonomous Robotic Mining Excavation Using Fuzzy Logic and Neural Networks," Journal of Intelligent and Fuzzy Systems, vol. 3, no. 1, pp. 31-42, 1995.

[578] P. J. A. Lever and F.-Y. Wang, "Intelligent Excavator Control System for Lunar Mining System," Journal of Aerospace Engineering, vol. 8, no. 1, pp. 16-24, Jan. 1995.

[579] F.-Y. Wang, M. Mittmann and G. N. Saridis, "Coordination Specification for CIRSSE Robotic Platform System Using Petri Net Transducers," Journal of Intelligent & Robotic Systems, vol. 9, no. 3, pp. 209-233, Mar. 1994.

[580] F.-Y. Wang and P. J. Lever, "A Cell Mapping Method for General Optimum Trajectory Planning of Multiple Robotic Arms," Robotics and Autonomous Systems, vol. 12, no. 1-2, pp. 15-27, Mar. 1994.

[581] F.-Y. Wang, "On the Extremal Fundamental Frequencies of One-Link Flexible Manipulators," The International Journal of Robotics Research, vol. 13, no. 2, pp. 162-170, Apr. 1994.

[582] F.-Y. Wang and G. Guan, "Influences of Rotatory Inertia, Shear and Loading on Vibrations of Flexible Manipulators," Journal of Sound and Vibration, vol. 171, no. 4, pp. 433-452, Apr. 1994.

[583] F.-Y. Wang, K. Gildea, H. Jungnitz and D. Chen, "Protocol Design and Performance Analysis for Manufacturing Message Specification: A Petri Net Approach," IEEE Transactions on Industrial Electronics, vol. 41, no. 6, pp. 641-653, 1994.

[584] F.-Y. Wang, P. J. Lever and B. Pu, "A Robotic Vision System for Object Identification and Manipulation Using Synergetic Pattern Recognition," Robotics and Computer-Integrated Manufacturing, vol. 10, no. 6, pp. 445-459, Dec. 1993.

[585] F.-Y. Wang and G. Saridis, "Task Translation and Integration Specification in Intelligent Machines," IEEE Transactions on Robotics and Automation, vol. 9, no. 3, pp. 257-271, Jun. 1993.

[586] L. C. Schooley, B. P. Zeigler, F. E. Cellier and F.-Y. Wang, "High-Autonomy Control of Space Resource Processing Plants," IEEE Control Systems, vol. 13, no. 3, pp. 29-39, Jun. 1993.

[587] F.-Y. Wang and G. N. Saridis, "Petri Net Transducers for Task Translation in Intelligent Machines," IFAC Proceedings Volumes, vol. 24, no. 14, pp. 86-90, Jun. 1991.

[588] F.-Y. Wang, K. J. Kyriakopoulos, A. Tsolkas and G. N. Saridis, "A Petri-Net Coordination Model for an Intelligent Mobile Robot," IEEE Transactions on Systems, Man, and Cybernetics, vol. 21, no. 4, pp. 777-789, 1991.

[589] F.-Y. Wang, S. Jagdale and H. Xie, "Specification and Verification for Integration of a CIM System," IFAC Proceedings Volumes, vol. 24, no. 5, pp. 79-84, Aug. 1991.

[590] F.-Y. Wang and Y. Zhou, "On the Vibration Modes of Three-Dimensional Micropolar Elastic Plates," Journal of Sound and Vibration, vol. 146, no. 1, pp. 1-16, Apr. 1991.

[591] F.-Y. Wang, "Two-Dimensional Theories Deduced from Three-Dimensional Theory for a Transversely Isotropic Body-II. Plane Problems," International Journal of Solids and Structures, vol. 28, no. 2, pp. 161-177, 1991.

[592] F.-Y. Wang and G. N. Saridis, "A Coordination Theory for Intelligent Machines," Automatica, vol. 26, no. 5, pp. 833-844, Sep. 1990.

[593] F.-Y. Wang, "On the Solutions of Eringen’s Micropolar Plate Equations and of Other Approximate Equations," International Journal of Engineering Science, vol. 28, no. 9, pp. 919-925, Jan. 1990.

[594] F.-Y. Wang, "Monte Carlo Analysis of Nonlinear Vibration of Rectangular Plates with Random Geometric Imperfections," International Journal of Solids and Structures, vol. 26, no. 1, pp. 99-109, 1990.

[595] F.-Y. Wang, "Two-Dimensional Theories Deduced from Three-Dimensional Theory for a Transversely Isotropic Body-I. Plate Problems," International Journal of Solids and Structures, vol. 26, no. 4, pp. 455-470, 1990.

[596] F.-Y. Wang, K. Gildea and A. Rubenstein, "A Colored Petri Net Model for Connection Management Services in MMS," ACM SIGCOMM Computer Communication Review, vol. 19, no. 3, pp. 76-98, Jul. 1989.

[597] F.-Y. Wang and M. Balas, "Doubly Coprime Fractional Representations of Generalized Dynamical Systems," IEEE Transactions on Automatic Control, vol. 34, no. 7, pp. 733-734, Jul. 1989.

Journal Papers (Chinese)

[1] F.-Y. Wang, "Parallel Education: Outlook of Smart Education and Intelligent Teaching," Modern Education Technology, vol. 34, no. 1, pp. 5-16, 2024.

[2] F.-Y. Wang, and Y. Wang, "Digital Scientists and Parallel Sciences: The Origin and Goal of AI for Science and Science for AI," Bulletin of Chinese Academy of Sciences, vol. 39, no. 1, pp. 27-33, 2024.

[3] K. Xu, W. Feng, C. Zhang, X. Zheng, H. Zhang, and F.-Y. Wang, "Research on Black-Box Attack Algorithm by Targeting ID Card Text Recognition," Acta Automatica Sinica, vol. 50, no. 1, pp. 103-120, 2024.

[4] F.-Y. Wang, "Digital Teachers and Parallel Education: A Paradigm Shift in Teaching and Learning After ChatGPT," Chinese Journal of Intelligent Science and Technology, vol. 5, no. 4, pp. 454-463, 2024.

[5] H. Cui, F.-Y. Wang, J. Li, R. Qin, G. Wang, X. Liang, J. Hou, and S. Guan, "Parallel Financial Budgeting: Deep Integration and Intelligent Services for Complex Business and Finance," Chinese Journal of Intelligent Science and Technology, vol. 5, no. 4, pp. 446-453, 2024.

[6] Q. Ni, C. Guo, and F.-Y. Wang, "Parallel Theaters: Human-Machine Collaborative Creation and Intelligent Management for Theatrical Art," Chinese Journal of Intelligent Science and Technology, vol. 5, no. 4, pp. 436-445, 2024.

[7] F.-Y. Wang, "Parallel and Digital Police for New Norm of Public Safety: From Parallel Security to Peaceful China," Chinese Journal of Intelligent Science and Technology, vol. 5, no. 4, pp. 431-435, 2024.

[8] P. Pi, Q. Ni, J. Yang, M. Kang, X. Li, Y. Du, and F.-Y. Wang, "Parallel Sharhili: A New Approach to Sustainable Development and Intelligent Management of Ecological Resources," Chinese Journal of Intelligent Science and Technology, vol. 5, no. 3, pp. 283-292, 2023.

[9] S. Li and F.-Y. Wang, "Parallel Design: Non-Standard Mechanical Scheme Design Procedure in Parallel Manufacturing," Chinese Journal of Intelligent Science and Technology, vol. 5, no. 2, pp. 274–282, 2023.

[10] Q. Miao, Y. Wang, Y. Lv, X. Na, and F.-Y. Wang, "In Celebration of McCulloch-Pitts ANN Model's 80th Anniversary: Its Origin, Principle, and Influence," Chinese Journal of Intelligent Science and Technology, vol. 5, no. 2, pp. 133-142, 2023.

[11] Y. Zhao, L. Shen, P. Ye, J. Wang, and F.-Y. Wang, "Parallel Anesthesia: From Anesthesia Automation to Intelligent Full-Cycle Anesthesia Platform," Chinese Journal of Intelligent Science and Technology, vol. 5, no. 2, pp. 234-246, 2023.

[12] X. Chen, J. Han, M. Yang, X. Wang, X. Liu, Z. Wang, and F.-Y. Wang, "ParaDefender: The Parallel Supervision for Cybersecurity Based on ACP," Chinese Journal of Intelligent Science and Technology, vol. 5, no. 2, pp. 247-253, 2023.

[13] F.-Y. Wang, "Parallel Doctors and Parallel Hospitals: Impact and Prospective of ChatGPT-Like AIGC and AGI on Medicine and Medicare," Medical Journal of Peking Union Medical College Hospital, vol. 14, no. 4, pp.673-679, 2023.

[14] J. Li, R. Qin, W.-W. Ding, G. Wang, T. Wang, and F.-Y. Wang, "A New Framework for Web3-Powered Decentralized Autonomous Organizations and Operations," Acta Automatica Sinca, vol. 49, no. 5, pp. 985−998, 2023.

[15] J.-W. Lu, C. Guo, X.-Y. Dai, Q.-H. Miao, X. Wang, J. Yang, and F.-Y. Wang, "The ChatGPT After: Opportunities and Challenges of Very Large Scale Pre-Trained Models," Acta Automatica Sinca, vol. 49, no. 4, pp. 705−717, 2023.

[16] J. Yang, X. Wang, Y.-T. Wang, Z. Liu, X. Li, and F.-Y. Wang, "Parallel Intelligence and CPSS in 30 Years: An ACP Approach," Acta Automatica Sinca, vol. 49, no. 3, pp. 614-634, 2023.

[17] X. Xue, X.-N. Yu, D.-Y. Zhou, C. Peng, X, Wang, C. Zhou, and F.-Y. Wang, "Computational Experiments: Past, Present and Perspective," Acta Automatica Sinca, vol. 49, no. 2, pp. 246-271, 2023.

[18] Y. Tian, Y. Chen, J. Yang, Y.-T. Wang, X. Wang, Q. Miao, Z. Wang, and F.-Y. Wang, "Metaverses and Parallel Systems: The State of the Art, Comparisons and Prospects," Chinese Journal of Intelligent Science and Technology, vol. 5, no. 1, pp. 121-132, 2023.

[19] M. Kang, H. Sun, X. Wang, and F.-Y. Wang, "Systems Agriculture: Modeling and Control Based on Social and Economic Attributes of Agriculture," Chinese Journal of Intelligent Science and Technology, vol. 5, no. 1, pp. 41-50, 2023.

[20] F.-Y. Wang, Q. Miao, J. Zhang, W. Zheng, and W.-W. Ding, "The DAOs to AI for Science by DeSci: The State of the Art and Perspective," Chinese Journal of Intelligent Science and Technology, vol. 5, no. 1, pp. 1-6, 2023.

[21] F.-Y. Wang and Q. Miao, "Novel Paradigm for AI-Driven Scientific Research: From AI4S to Intelligent Science," Bulletin of Chinese Academy of Sciences, vol. 38, no. 4, pp. 536-540, 2023.

[22] W. Zheng, Q. Li, W. Liu, A. Fei, and F.-Y. Wang, "Data-Knowledge-Driven Metaverse Modeling Framework for Urban Warfare," Journal of Command and Control, vol. 9, no. 1, pp. 23-32, 2023.

[23] D. Yang, J. Lu, Q. Li, and F.-Y. Wang, "Issues and Challenges of ChatGPT-Like Large Scale Pre-Trained Model for Command and Control," Journal of Command and Control, vol. 9, no. 2, pp. 146-155, 2023.

[24] F.-Y. Wang, Q. Miao, J. Zhang, W. Zheng, and W.-W. Ding, "'AI for Science' Q&A on People's Daily Online," Communications of CAA, vol. 44, no. 3, pp. 1-3, 2023.

[25] J. Lu, X. Cheng, and F.-Y. Wang, "Artificial Intelligence and Deep Learning Methods for Solving Differential Equations: The State of the Art and Prospects," Chinese Journal of Intelligent Science and Technology, vol. 4, no. 4, pp. 461-476, 2022

[26] M. Kang, W. Qiu, Z. Chen, M. Wang, S. Xu, X. Wang, A. Ni, Y. Jiang, S. Chen, P. Dereffye, and F.-Y. Wang, "Parallel Yuan-Ming Yuan Imperial Garden: From Digital Twin Garden to Metaverse Smart Heritage Park," Chinese Journal of Intelligent Science and Technology, vol. 4, no. 3, pp. 301-307, 2022.

[27] C. Guo, Y. Lu, X. Wang, D. Yi, X. Wang, and F.-Y. Wang, "Architecture and Key Techniques of Parallel Creation Through the Fusion of Human-Cyber-Physical Intelligence in CPSS," Chinese Journal of Intelligent Science and Technology, vol. 4, no. 3, pp. 344-354, 2022.

[28] X. Zhang and F.-Y. Wang, "Basic Framework and Key Technologies of Parallel Tires," Chinese Journal of Intelligent Science and Technology, vol. 4, no. 3, pp. 445-457, 2022.

[29] F.-Y. Wang, "Parallel Management: The DAO to Smart Ecological Technology for Complexity Management Intelligence," Acta Automatica Sinca, vol. 48, no. 11, pp. 2655-2669, 2022.

[30] J.-F. Zhang, F.-Y. Wang, Y. Su, B. Chen, Z.-X. Wang, J.-D. Sun, and F. Yin, "Research on Power Grid Primary Frequency Control Ability Parallel Computing Based on Multi-Source Data," Acta Automatica Sinca, vol. 48, no. 6, pp. 1493-1503, 2022.

[31] Y.-L. Tian, Y.-T. Wang, J.-G. Wang, X. Wang, and F.-Y. Wang, "Key Problems and Progress of Vision Transformers: The State of the Art and Prospects," Acta Automatica Sinca, vol. 48, no. 4, pp. 957-979, 2022.

[32] M. Zhang, F.-Y. Wang, Z. Guo, L. Tang, and X. Wang, "Overview and Development of True 3D Display Technology: Principles and Perspectives," Pattern Recognition and Artificial Intelligence, vol. 35, no. 8, pp. 701-717, 2022.

[33] M. Kang, X. Wang, D. Li, X. Wang, H. Wang, M. Fan, Y. Xu, and F.-Y. Wang, "Distributed Agricultural Organization Based on Federated Learning," Chinese Journal of Intelligent Science and Technology, vol. 4, no. 2, pp. 288-297, 2022.

[34] J. Li, G. Wang, X. Wang, J. Li, Y. Yuan, and F.-Y. Wang, "Crypto Management: A Novel Organizational Management Model Based on Blockchain," Chinese Journal of Intelligent Science and Technology, vol. 4, no. 2, pp. 145-156, 2022.

[35] Y. Chen, X. Wang, L. Li, and F.-Y. Wang, "Traffic Situational Awareness Research and Development Enhanced by Social Media Data: The State of the Art and Prospects," Chinese Journal of Intelligent Science and Technology, vol. 4, no. 1, pp. 1-13, 2022.

[36] C. Gou, Y. Zhuo, K. Wang, and F.-Y. Wang, "Research Advances and Prospects of Eye Tracking," Acta Automatica Sinca, vol. 48, no. 5, pp. 1173-1192, 2022.

[37] D. Yang, Q. Li, Y. Liu, C. Zhu, B. Xiu, W. Zhang, and F.-Y. Wang, "Macro-Scale C2 Process Mechanism: Revision and Application of Theory Model of PREA Loop," Journal of Command and Control, vol. 8, no. 4, pp. 389-401, 2022.

[38] J. Han, Z. Liu, Q. Lv, Z. Wang, X. Chen, M. Yang, and F.-Y. Wang, "MetaSecurity: A Framework for Metaverse Security Based on Parallel Security," Journal of Command and Control, vol. 8, no. 3, pp. 249-259, 2022.

[39] J. Cao, X. Wang, D. He, W. Zhang, and F.-Y. Wang, "Parallel Battlefield Intelligence Surveillance and Reconnaissance System Based on ACP Methodology," Journal of Command and Control, vol. 8, no. 3, pp. 332-340, 2022.

[40] F.-Y. Wang and H. Jiang, "Parallel Battery: The Framework and Process for an Intelligent and Ecological Battery System and Related Services," Chinese Journal of Intelligent Science and Technology, vol. 3, no. 4, pp. 521-531, 2021.

[41] F. Chang, M. Kang, X. Wang, J. Lei, and F.-Y. Wang, "Windblown Sand Control Decision-Making Support System Based on Parallel Intelligence: Taklimakan Desert Highway and Its Sand-Breaking System," Chinese Journal of Intelligent Science and Technology, vol. 3, no. 4, pp. 499-506, 2021.

[42] J. Li, X. Wang, Y. Yuan, and F.-Y. Wang, "Research Progress on Data Sharing Methods Based on Blockchain Technology," Complexity and Intelligence, vol. 17, no. 3, pp. 30-37, 2021.

[43] X. Li, X. Wang, L. Yang, Y. Tian, Y. Wang, J. Zhang, and F.-Y. Wang, "MetaGrid: A Parallel Grids Based Approach for Next Generation Smart Power Systems," Chinese Journal of Intelligent Science and Technology, vol. 3, no. 4, pp. 387-398, 2021.

[44] F.-Y. Wang, "New Opportunities in the Perspective of the 'Robot Dividend'," People's Forum, Special Issue, vol.3, pp. 32-35, 2021.

[45] F.-Y. Wang, "Digital Doctors and Parallel Healthcare: From Medical Knowledge Automation to Intelligent Metasystems Medicine," Medical Journal of Peking Union Medical College Hospital, vol. 12, no. 6, pp. 829-833, 2021.

[46] F.-Y. Wang, "Intelligent Control in 50 Years: From K. S. Fu’s Vision to G. N. Saridis’ Inspiration," Acta Automatica Sinca, vol. 47, no. 10, pp. 2301-2320, 2021.

[47] F.-Y. Wang, "Parallel Philosophy and Intelligent Technology: Dual Equations and Testing Systems for Parallel Industries and Smart Societies," Chinese Journal of Intelligent Science and Technology, vol. 3, no. 3, pp. 245-255, 2021.

[48] Y.-J. Wang, F.-Y. Wang, G. Wang, X. Wang, Y.-L. Wang, and R. Li, "Parallel Hospitals: From Hospital Information System (HIS) to Hospital Smart Operating System (HSOS)," Acta Automatica Sinca, vol. 47, no. 11, pp. 2585-2599, 2021.

[49] C. Wang, F.-Y. Wang, Y. Lu, H. Li, and C. Guo, "Parallel Museums: Intelligent Management and Control of Museum Operations in the New Era," Chinese Journal of Intelligent Science and Technology, vol. 3, no. 2, pp. 125-136, 2021.

[50] R. Qin, J. Li, X. Wang, J. Zhu, Y. Yuan, and F.-Y. Wang, "NFT: Blockchain-Based Non-Fungible Token and Applications," Chinese Journal of Intelligent Science and Technology, vol. 3, no. 2, pp. 234-242, 2021.

[51] F.-Y. Wang, X. Meng, S. Du, and Z. Geng, "Parallel Light Field: The Framework and Processes," Chinese Journal of Intelligent Science and Technology, vol. 3, no. 1, pp. 110-122, 2021.

[52] F.-Y. Wang, "The Future of Smart Homes: Spending Every Moment with Love and Companionship," Appliance World, no. 9, pp. 43-45, 2021.

[53] F.-Y. Wang, "Towards '6S' Smart Homes: Intelligent Technology and Smart Living," Appliance World, no. 9, pp. 46-51, 2021.

[54] F.-Y. Wang, "Social Governance and Smart Society: From Social Computing to Social Intelligence," Communications of CAAI, vol. 11, no. 8, pp. 3, 21, 2021.

[55] X. Wang, J. Li, and F.-Y. Wang, "Intelligent Blockchain: Bidirectional Data and Knowledge-Driven Parallel Decision Method," Communications of CAAI, vol. 11, no. 8, pp. 27-31, 2021.

[56] Q. Li, D.-S. Yang, J.-S. Sun, J.-J. Liu, A.-G. Fei, and F.-Y. Wang, "Social Cognition Operations: Backgrounds, Concepts, Mechanisms and Leading Technologies," Journal of Command and Control, vol. 7, no. 2, pp. 97-106, 2021.

[57] J. Yang, S. Ge, F.-Y. Wang, W. Luo, Y. Zhang, X. Hu, T. Zhu, and M. Wu, "Parallel Tunneling: Intelligent Control and Key Technologies for Tunneling, Supporting and Anchoring Based on ACP Theory," Journal of China Coal Society, vol. 46, no. 7, pp. 2100-2110, 2021.

[58] F.-Y. Wang, "Computing Knowledge Vision: A New Paradigm for Intelligent Visual Reasoning," CAAI Transactions on Intelligent Systems, vol. 16, no. 3, pp. 0-0, 2021.

[59] X. Du, X. Wang, S. Han, and F.-Y. Wang, "Task Scheduling and Optimization for Integrated Observation Network with Maximum Energy Utilization Efficiency," Systems Engineering- Theory & Practice, vol. 41, no. 6, pp. 1547-1555, 2021.

[60] J. Zhu, F.-Y. Wang, G. Wang, Y.-L. Tian, Y. Yuan, X. Wang, H.-W. Qi, and X.-F. Jia, "Federated Control: A Distributed Control Approach Towards Information Security and Rights Protection," Acta Automatica Sinca, vol. 47, no. 8, pp. 1912-1920, 2021.

[61] L. Chen, X. Wang, J.-J. Yang, Y.-F. Ai, B. Tian, Y.-C. Li, S.-Y. Teng, J. Wang, D.-P. Cao, S.-R. Ge, and F.-Y. Wang, "Parallel Mining Operating Systems: From Digital Twins to Mining Intelligence," Acta Automatica Sinca, vol. 47, no. 7, pp. 1633-1645, 2021.

[62] F.-Y. Wang, "Parallel Medicine: From Warmness of Medicare to Medicine of Smartness," Chinese Journal of Intelligent Science and Technology, vol. 3, no. 1, pp. 1-9, 2021.

[63] J.-J. Li, Y. Yuan, and F.-Y. Wang, "Blockchain-Based Digital Currency: The State of the Art and Future Trends," Acta Automatica Sinca, vol. 47, no. 4, pp. 715-729, 2021.

[64] D.-S. Yang, C. Zhu, W.-D. Xiao, W.-M. Zhang, Q. Li, B.-X. Xiu, and F.-Y. Wang, "Process Mechanism for Macro Command and Control: Coordinate Conflicts and Resolution Model for Multi-Prea Loop in Multi-Domains," Journal of Command and Control, vol. 7, no. 1, pp. 11-27, 2021.

[65] X.-D. Zhang, D.-D. Xu, L. Wang, H. Liang, Y.-S. Lv, and F.-Y. Wang, "Model Architecture and Urban Computing for Parallel Cities Based on Complex Adaptive Systems," Journal of Command and Control, vol. 7, no. 1, pp. 28-37, 2021.

[66] T. Sun and F.-Y. Wang, "Modeling and Analysis of Social Network Dynamics Based on Computational Social Science," Complex Systems and Complexity Science, vol. 18, no. 2, pp. 1-14, 2021.

[67] Y. Yao and F.-Y. Wang, "Computational Social Science in the Era of Big Data," Big Data, vol. 1, no. 1, pp. 1-11, 2021.

[68] T. Sun, C. Zhou, X.-D. Duan, L. Lu, D.-Y. Chen, H.-W. Yang, Y.-H. Zhu, C. Liu, Q. Li, X. Wang, Z. Shen, F.-Z. Qu, H.-G. Jiang, and F.-Y. Wang, "Digital Twin Network (DTN): Concepts, Architecture, and Key Technologies," Acta Automatica Sinca, vol. 47, no. 3, pp. 569-582, 2021.

[69] H.-Y. Chen, H. Ai, X. Wang, Y.-S. Lv, Y.-Y. Chen, and F.-Y. Wang, "Analysis and Perception of Social Signals in Social Transportation," Acta Automatica Sinca, vol. 47, no. 6, pp. 1256-1272, 2021.

[70] F.-Y. Wang, "Blockchain Technology and the Development of the Digital Economy," Science and Technology Innovation and Application, vol. 4, no. 5, pp. 1-9, 2021.

[71] J. Yang, F.-Y. Wang, S. Ge, X. Wang, T. Zhu, and X. Hu, "Intelligent Control Method of Parallel Excavation and Support Based on ACP Theory," Journal of Mining and Safety Engineering, vol. 38, no. 4, pp. 884-894, 2021.

[72] F.-Y. Wang, "Development and Prospects of Computational Social Science," Complex Systems and Complexity Science, vol. 18, no. 3, pp. 1-14, 2021.

[73] J. Yang, S. Ge, F.-Y. Wang, T. Zhu, X. Hu, Y. Li, and S. Teng, "Parallel Excavation: From Digital Twin to Intelligent Control," Journal of China Coal Society, vol. 46, no. 9, pp. 1-12, 2021.

[74] F.-Y. Wang, "Computational Social Science: Theory, Methods, and Applications," Complex Systems and Complexity Science, vol. 18, no. 4, pp. 1-14, 2021.

[75] J. Li, Y. Yuan, and F.-Y. Wang, "Application and Prospect of Blockchain Technology in the Financial Field," Journal of Electronics & Information Technology, vol. 43, no. 8, pp. 1953-1965, 2021.

[76] F.-Y. Wang and J. Liu, "Cognitive Computing and Social Cognition," Journal of Computer Research and Development, vol. 58, no. 8, pp. 1575-1589, 2021.

[77] F.-Y. Wang, "Parallel Philosophy and Intelligent Science: From Leibniz's Monad to Blockchain's DAO," Pattern Recognition and Artificial Intelligence, vol. 33, no. 12, pp. 1055-1065, 2020.

[78] F.-Y. Wang, Y. Wang, Y. Chen, Y. Tian, H. Qi, X. Wang, W. Zhang, J. Zhang, and Y. Yuan, "Federated Ecology: From Federated Data to Federated Intelligence," Chinese Journal of Intelligent Science and Technology, vol. 2, no. 4, pp. 305-313, 2020.

[79] H. Chai, S. Wang, X. Tu, Q. Sun, X. Ma, J. Wu, H. Cai, X. Zheng, and F.-Y. Wang, "Intelligent Innovative Regulatory Tools on Financial Technology: Concept, Platform Framework, and Prospects," Chinese Journal of Intelligent Science and Technology, vol. 2, no. 3, pp. 214-226, 2020.

[80] Y.-L. Tian, Y. Shen, Q. Li, and F.-Y. Wang, "Parallel Point Clouds: Point Clouds Generation and 3D Model Evolution via Virtual-Real Interaction," Acta Automatica Sinca, vol. 46, no. 12, pp. 2572-2582, 2020.

[81] Z.-M. Liu, P.-J. Ye, D. Dai, and F.-Y. Wang, "A Quality Evaluation Model of the Digital Armored Force Command Talents Fostering," Journal of Command and Control, vol. 6, no. 4, pp. 388-392, 2020.

[82] Q. Li and F.-Y. Wang, "Conceptual Analysis of Mosaic Warfare and Systems of Network-Information Systems for Intelligent Countermeasures and Future Land Battles," Journal of Command and Control, vol. 6, no. 2, pp. 87-93, 2020.

[83] Z. Zhao, X. Sun, X. Wang, F. Gao, and F.-Y. Wang, "Systems Intelligence and Organizational Intelligence: From Scenario-Based to Model-Based Intelligence," Journal of the China Society for Scientific and Technical Information, vol. 39, no. 12, pp. 1283-1294, 2020.

[84] Y. Lu, C. Guo, Y.-L. Lin, F. Zhuo, and F.-Y. Wang, "Computational Aesthetics of Fine Art Paintings: The State of the Art and Outlook," Acta Automatica Sinca, vol. 46, no. 11, pp. 2239-2259, 2020.

[85] Z.-D. Su, F. Liu, R.-P. Yang, and F.-Y. Wang, "Architecture of Marine Environmental Parallel Monitoring System Based on the Lanhai Information Network," Acta Automatica Sinca, vol. 46, no. 8, pp. 1582-1591, 2020.

[86] D.-R. Wu, Z.-G. Zeng, H. Mo, and F.-Y. Wang, "Interval Type-2 Fuzzy Sets and Systems: Overview and Outlook," Acta Automatica Sinca, vol. 46, no. 8, pp. 1539-1556, 2020.

[87] Y. Shen, J. Han, L. Li, and F.-Y. Wang, "AI in Game Intelligence- From Multi-Role Game to Parallel Game," Chinese Journal of Intelligent Science and Technology, vol. 2, no. 3, pp. 205-213, 2020.

[88] F.-Y. Wang, "Parallel Control and Digital Twins: Control Theory Revisited and Reshaped," Chinese Journal of Intelligent Science and Technology, vol. 2, no. 3, pp. 293-300, 2020.

[89] Y. Li and F.-Y. Wang, "Security Situation and Countermeasures of Artificial Intelligence Under the 'New Infrastructure'," China Information Security, no. 7, pp. 41-44, 2020.

[90] F.-Y. Wang, D. Cao, and Q. Wei, "Reinforcement Learning: Toward Action-Knowledge Merged Intelligent Mechanisms and Algorithms," Chinese Journal of Intelligent Science and Technology, vol. 2, no. 2, pp. 101-106, 2020.

[91] Y. Li, J. Zhang, Y. Tao, W. Wang, Y. Gu, and F.-Y. Wang, "Parallel Security: Generative Adversarial Systems for Intelligent Security in CPSS," Chinese Journal of Intelligent Science and Technology, vol. 2, no. 2, pp. 194-202, 2020.

[92] F.-Y. Wang, H. Qi, Y. Tian, J. Zhang, Y. Li, and X. Wang, "From Artificial Intelligence to Intelligent Society: Mechanisms, Algorithms, and Applications," Scientia Sinca Informationis, vol. 50, no. 6, pp. 701-715, 2020.

[93] L. Dong, F.-Y. Wang, X. Liu, and J. Li, "Multimodal Collaborative-Based Large-Scale Data Processing Techniques," Scientia Sinca Informationis, vol. 50, no. 5, pp. 522-534, 2020.

[94] F.-Y. Wang, Z. Zhao, F. Gao, and H. Qi, "Intelligence Analysis in the Big Data Era: Mechanisms, Methods, and Applications," Journal of Intelligence, vol. 39, no. 5, pp. 1-11, 2020.

[95] Z. Zhao, F.-Y. Wang, H. Qi, and F. Gao, "Scenario-Based Intelligence Analysis Model: Mechanisms, Methods, and Applications," Journal of Intelligence Science, vol. 38, no. 5, pp. 17-25, 2020.

[96] F.-Y. Wang, H. Qi, Y. Tian, and J. Zhang, "Intelligent Manufacturing and Intelligent Services: Mechanisms, Algorithms, and Applications," Scientia Sinca Informationis, vol. 50, no. 7, pp. 881-895, 2020.

[97] F.-Y. Wang, Y. Chen, H. Qi, Y. Tian, J. Zhang, Y. Li, and X. Wang, "Intelligent Driving: Mechanisms, Algorithms, and Applications," Scientia Sinca Informationis, vol. 50, no. 8, pp. 1007-1021, 2020.

[98] S. Liu, D.-Y. Shen, X.-Q. Shang, H.-X. Zhao, X.-S. Dong, and F.-Y. Wang, "A Multi-Level Tree Search Algorithm for Three Dimensional Container Loading Problem," Acta Automatica Sinca, vol. 46, no. 6, pp. 1178-1187, 2020.

[99] J. Zhang, P.-D. Xu, and F.-Y. Wang, "Parallel Systems and Digital Twins: A Data-Driven Mathematical Representation and Computational Framework," Acta Automatica Sinca, vol. 46, no. 7, pp. 1346-1356, 2020.

[100] Y. Yuan and F.-Y. Wang, "Editable Blockchain: Models, Techniques and Methods," Acta Automatica Sinca, vol. 46, no. 5, pp. 831-846, 2020.

[101] X. Wang, S. Han, L. Yang, K. Zeng, and F.-Y. Wang, "The Research on ACP-Based Modeling and Computational Experiment for Cyber Movement Organizations," Acta Automatica Sinca, vol. 46, no. 4, pp. 653-669, 2020.

[102] Y.-Y. Bai, Y.-H. Huang, S.-Y. Chen, J. Zhang, B.-Q. Li, and F.-Y. Wang, "Cloud-Edge Intelligence: Status Quo and Future Prospective of Edge Computing Approaches and Applications in Power System Operation and Control," Acta Automatica Sinca, vol. 46, no. 3, pp. 397-410, 2020.

[103] M.-Z. Kang, X.-J. Wang, H.-Y. Wang, J. Hua, Y.-L. Dong, Z.-Q. Xu, D. Li, and F.-Y. Wang, "Digital Cooperatives: Agricultural Intelligent System Integrating Production and Market," Research of Agricultural Modernization, vol. 41, no. 4, pp. 687-698, 2020.

[104] F.-Y. Wang, "Artificial Intelligence Achieving Victory in Multi-Role Games," Bulletin of National Natural Science Foundation of China, vol. 34, no. 2, pp. 205-206, 2020.

[105] J. Zhang, J. Zhang, and F.-Y. Wang, "Industrial Internet of Things: A New Form of Intelligent IoT in the Era of Intelligence," Electronic Science and Technology, no. 1, pp. 15-22, 2020.

[106] F.-Y. Wang, "The 'Truth' and 'DAO' of the Intelligent Economy: New Commodities, New Spaces, New Margins," New Economy Guide, no. 3, pp. 4-7, 2019.

[107] Q. Li and F.-Y. Wang, "A Framework and Key Issues of Parallel Social Warfare Systems for Contemporary Mixed Wars and Military Operations Other Than Wars," Military Operations and Systems Engineering, vol. 33, no. 4, pp. 71-74, 2019.

[108] J. Zhang, Y. Yuan, X. Wang, and F.-Y. Wang, "Quantum Blockchain: Can Blockchain Integrated with Quantum Information Technology Resist Quantum Supremacy?" Chinese Journal of Intelligent Science and Technology, vol. 1, no. 4, pp. 409-414, 2019.

[109] M. Zhang, L. Chen, F.-Y. Wang, X. Wang, Y. Guo, and T. Yang, "Parallel Gastrointestine: An ACP-Based Approach for Intelligent Operations," Pattern Recognition and Artificial Intelligence, vol. 32, no. 12, pp. 1061-1071, 2019.

[110] X. Wang, J. Hua, M. Kang, H. Wang, Y. Yuan, and F.-Y. Wang, "Transparent Farm Based on Blockchain Technology," Chinese Journal of Intelligent Science and Technology, vol. 1, no. 4, pp. 400-408, 2019.

[111] C. Guo, Y. Lu, Y. Lin, F. Zhuo, and F.-Y. Wang, "Parallel Art: Artistic Creation Under Human-Machine Collaboration," Chinese Journal of Intelligent Science and Technology, vol. 1, no. 4, pp. 335-341, 2019.

[112] F.-Y. Wang, "The 'Truth' and 'DAO' of Blockchain," Current Affairs Report, no. 372, pp. 56-57, 2019.

[113] F.-Y. Wang, "Building a New Generation of Open Innovation Platform for Artificial Intelligence," Current Affairs Report, no. 371, pp. 42-43, 2019.

[114] F. Chang, M. Kang, X. Wang, Y. Wang, J. Lei, and F.-Y. Wang, "Framework and Functions of Parallel Intelligent Wind and Sand Control System: A Case Study of Plant Measures," Arid Zone Research, vol. 36, no. 6, pp. 1576-1583, 2019.

[115] F.-Y. Wang, "Parallel Computing Based on the ACP Method: From Divide and Conquer to Expansion and Conquer," Software and Integrated Circuit, no. 9, pp. 30-31, 2019.

[116] Y. Lv, F.-Y. Wang, Y. Zhang, and X. Zhang, "Parallel Cities: Framework, Methodology, and Application," Chinese Journal of Intelligent Science and Technology, vol. 1, no. 3, pp. 311-317, 2019.

[117] C. Yang, Y. Gao, Y. Ai, B. Tian, L. Chen, J. Wang, and F.-Y. Wang, "End-To-End Parallel Autonomous Mining Systems and Key Technologies," Chinese Journal of Intelligent Science and Technology, vol. 1, no. 3, pp. 228-240, 2019.

[118] L.-Y. Yang, S.-S. Han, X. Wang, Y.-K. Li, and F.-Y. Wang, "Computational Experiment Platforms for Networks: The State of the Art and Prospect," Acta Automatica Sinca, vol. 45, no. 9, pp. 1637-1654, 2019.

[119] W. Ding, S. Wang, J. Li, Y. Yuan, L. Ouyang, and F.-Y. Wang, "Decentralized Autonomous Organizations: The State of the Art, Analysis Framework and Future Trends," Chinese Journal of Intelligent Science and Technology, vol. 1, no. 2, pp. 202-213, 2019.

[120] M. Kang, X. Wang, J. Hua, H. Wang, and F.-Y. Wang, "Parallel Agriculture: Intelligent Technology Toward Smart Agriculture," Chinese Journal of Intelligent Science and Technology, vol. 1, no. 2, pp. 107-117, 2019.

[121] F.-Y. Wang, C. Gou, J. Wang, T. Shen, W. Zheng, and H. Yu, "Parallel Skin: A Vision-Based Dermatological Analysis Framework," Pattern Recognition and Artificial Intelligence, vol. 32, no. 7, pp. 577-588, 2019.

[122] M. Zhou, H.-R. Dong, H.-C. Xu, Y.-D. Li, and F.-Y. Wang, "Parallel Emergency Evacuation Systems: Basic Concept, Framework and Applications," Acta Automatica Sinca, vol. 45, no. 6, pp. 1074-1086, 2019.

[123] S. Zeng, Y. Yuan, X.-C. Ni, and F.-Y. Wang, "Scaling Blockchain Towards Bitcoin: Key Technologies, Constraints and Related Issues," Acta Automatica Sinca, vol. 45, no. 6, pp. 1015-1030, 2019.

[124] Y. Shen, X. Wang, S.-S. Han, L. Chen, and F.-Y. Wang, "Agent-Based Technology in Intelligent Vehicles and Driving: State-Of-The-Art and Prospect," Journal of Command and Control, vol. 5, no. 2, pp. 87-98, 2019.

[125] F.-Y. Wang, Y.-C. Liu, J.-R. Qin, and H. Dai, "C2M and 5G: Intelligent Command and Control in the Connected and Smart Age," Journal of Command and Control, vol. 5, no. 2, pp. 79-81, 2019.

[126] Y.-C. Wang, S.-S. Han, C.-Y. Hu, R.-Q. Song, T.-T. Yao, D.-P. Cao, and F.-Y. Wang, "Mobile Phone Signaling Data Analysis System Based on ACP Approach," Acta Automatica Sinca, vol. 45, no. 5, pp. 866-876, 2019.

[127] S. Zheng, X.-L. Wu, F.-Y. Wang, D.-D. Lin, R. Zheng, W.-L. Ke, X.-D. Chi, and D.-W. Chen, "Applying the Parallel Systems Approach to Automatic Container Terminal," Acta Automatica Sinca, vol. 45, no. 3, pp. 490-504, 2019.

[128] L.-W. Ouyang, S. Wang, Y. Yuan, X.-C. Ni, and F.-Y. Wang, "Smart Contracts: Architecture and Research Progresses," Acta Automatica Sinca, vol. 45, no. 3, pp. 445-457, 2019.

[129] Z. Shen, C. Luo, X. Shang, T. Bai, X. Dong, X. Song, G. Xiong, and F.-Y. Wang, "Space Parallel Machine and Parallel Manufacturing," Aerospace Control and Application, no. 121, vol. 45, no. 4, pp. 80-90, 2019.

[130] X. Han, Y. Yuan, and F.-Y. Wang, "Social Computing: Intelligent Technology with the Unity of Open Source and Confidentiality," Security Science and Technology, no. 2, pp. 58-62, 2019.

[131] J. Zhang, F.-Y. Wang, and Z. Fang, "Social Energy: Mining Energy from the Society," Chinese Journal of Intelligent Science and Technology, vol. 1, no. 1, pp. 7-20, 2019.

[132] S. Chen, Y. Bai, J. Zhang, and F.-Y. Wang, "Design of Transnational and Intercontinental Electricity Market with Blockchain and Token Economics," Chinese Journal of Intelligent Science and Technology, vol. 1, no. 1, pp. 96-105, 2019.

[133] F.-Y. Wang, "From Artificial Intelligence to Intelligent Industries: A Smart World in the Third Axis Age," Unmanned Systems Technology, vol. 1, pp. 1-4, 2019.

[134] X. Han, Y. Yuan, and F.-Y. Wang, "Security Problems on Blockchain: The State of the Art and Future Trends," Acta Automatica Sinca, vol. 45, no. 1, pp. 206-225, 2019.

[135] J. Zhang, F.-Y. Wang, and J. Lin, "Parallel Intelligence and Smart Energy: Social Energy Technology with Human Factors Incorporated," Electric Power in China, vol. 51, no. 10, pp. 26-31, 2018.

[136] X. Ni, S. Zeng, Y. Yuan, and F.-Y. Wang, "Bibliometric Analysis of the State of the Art of Blockchain Research," Cyberspace Security, vol. 9, no. 10, pp. 7-16, 2018.

[137] D.-S. Yang, J. Jiang, and F.-Y. Wang, "From Platforms to Systems of Systems: On Mechanism Evolution of Command Confrontation and its PREA Loop," Journal of Command and Control, vol. 4, no. 4, pp. 263-271, 2018.

[138] F.-Y. Wang, "On Congnitive Science: The Spring Bud in Winter(I)," Complexity and Intelligence, vol. 12, no. 4, pp. 2-7, 2018.

[139] F.-Y. Wang, M. Zhang, X. Meng, Y. Wang, J. Ma, W. Liu, and X. Wang, "Parallel Eyes: An ACP Based Smart Ophthalmic Diagnosis and Treatment," Pattern Recognition and Artificial Intelligence, vol. 31, no. 6, pp. 495-504, 2018.

[140] F.-Y. Wang, D. Cao, S. Li, Y. Xing, H. Guo, Y. Lv, L. Li, and G. Wu, "Challenges and Prospects of Autonomous Driving Technology," Artificial Intelligence, no. 7, pp. 85-93, 2018.

[141] Y. Yuan, X.-C. Ni, S. Zeng, and F.-Y. Wang, "Blockchain Consensus Algorithms: The State of the Art and Future Trends," Acta Automatica Sinca, vol. 44, no. 11, pp. 2011-2022, 2018.

[142] F.-Y. Wang, "Parallel Security in Parallel Worlds: CPSS-based Generative Adversarial Security Intelligence System," Information Security and Technology Secrecy, no. 10, pp. 21-22, 2018.

[143] J. Zhang and F.-Y. Wang, "Knowledge Programmable Intelligent Chip Systems (KPI-CS): Concept, Architecture and Vision," Pattern Recognition and Artificial Intelligence, vol. 31, no. 10, pp. 869-876, 2018.

[144] Z. Shen, Y.-T. Liu, X.-S. Dong, T.-X. Bai, B. Hu, G. Xiong, and F.-Y. Wang, "Parallel Multi-Uav System: Concepts, Framework and Applications," Journal of Command and Control, vol. 4, no. 3, pp. 201-212, 2018.

[145] F.-Y. Wang, Y. Yuan, S. Wang, J.-J. Li, and R. Qin, "Military Blockchain: From Asymmetric Warfare to Symmetric Peace," Journal of Command and Control, vol. 4, no. 3, pp. 175-182, 2018.

[146] X. Zhang and F.-Y. Wang, "Opportunities and Challenges for Tires Intelligent Manufacturing from Intelligent Tires," Science & Technology Review, vol. 36, no. 21, pp. 38-47, 2018.

[147] F.-Y. Wang, Y. Gao, X. Shang, and J. Zhang, "Parallel Manufacturing and Industries 5.0: From Virtual Manufacturing to Intelligent Manufacturing," Science & Technology Review, vol. 36, no. 21, pp. 10-22, 2018.

[148] F.-Y. Wang, "How to Cultivate Artificial Intelligence Talents: From Parallel Teaching to Smart Education," Science & Technology Review, vol. 36, no. 11, pp. 9-12, 2018.

[149] J. Zhang and F.-Y. Wang, "Blockchain Based Digital Asset Management System Architecture for Power Grid Big Data," Electric Power Information and Communication Technology, vol. 16, no. 8, pp. 1-7, 2018.

[150] X. Wang, D. Li, B. Lin, J. Hua, M. Kang, D. Zhang, P. de Reffye, and F.-Y. Wang, "Stochastic Simulation of Branch Morphological Structure in Oilseed Rape," Scientia: Sinica Vitae, vol. 49, pp. 67-76, 2019.

[151] T. Liu, T. Yao, H. Yu, Y. Xing, B. Tian, L. Chen, and F.-Y. Wang, "Parallel Driving Technology Based on Intelligent Fusion of Human-Machine Intentions," Communications of CCF, vol. 14, no. 8, pp. 55-63, 2018.

[152] F.-Y. Wang, J. Zhang, J. Zhang, and X. Wang, "Industrial Internet of Minds: Concept, Technology and Application," Acta Automatica Sinca, vol. 44, no. 9, pp. 1606-1617, 2018.

[153] X. Wang, T.-T. Yao, S.-S. Han, D.-P. Cao, and F.-Y. Wang, "Parallel Internet of Vehicles: The ACP-Based Networked Management and Control for Intelligent Vehicles," Acta Automatica Sinca, vol. 44, no. 8, pp. 1391-1404, 2018.

[154] F.-Y. Wang and Q.-L. Wei, "Intelligent Control: From Learning Control to Parallel Control," Control Theory and Technology, vol. 35, no. 7, pp. 939-948, 2018.

[155] Y. Xing, Z.-M. Liu, T. Liu, J.-R. Qin, Z. Bao, and F.-Y. Wang, "Parallel Tanks: Defining a Digital Quadruplet for Smart Tank Systems," Journal of Command and Control, vol. 4, no. 2, pp. 111-120, 2018.

[156] D.-S. Yang, K. Wang, D.-W. Chen, Z. Bao, Z.-D. Su, R. Wang, X. Zhao, Y. Wang, and F.-Y. Wang, "Parallel Carrier Fleets: From Digital Architectures to Smart Formations," Journal of Command and Control, vol. 4, no. 2, pp. 101-110, 2018.

[157] Z.-D. Su, R.-P. Yang, and F.-Y. Wang, "Parallel Marine Environment Monitoring Systems: Architecture and Application," Journal of Command and Control, vol. 4, no. 1, pp. 32-36, 2018.

[158] F.-Y. Wang, Q. Sun, G.-J. Jiang, K. Tan, J. Zhang, J.-C. Hou, G. Xiong, F.-H. Zhu, S.-S. Han, X.-S. Dong, and L. Wang, "Nuclear Energy 5.0: New Formation and System Architecture of Nuclear Power Industry in the New IT Era," Acta Automatica Sinca, vol. 44, no. 5, pp. 922-934, 2018.

[159] W. Zheng, K. Wang, and F.-Y. Wang, "Background Subtraction Algorithm with Bayesian Generative Adversarial Networks," Acta Automatica Sinca, vol. 44, no. 5, pp. 878-890, 2018.

[160] Y.-L. Lin, X.-Y. Dai, L. Li, X. Wang, and F.-Y. Wang, "The New Frontier of AI Research: Generative Adversarial Networks," Acta Automatica Sinca, vol. 44, no. 5, pp. 775-792, 2018.

[161] K. Wang, W. Zuo, Y. Tan, T. Qin, L. Li, and F.-Y. Wang, "Generative Adversarial Networks: From Generating Data to Creating Intelligence," Acta Automatica Sinca, vol. 44, no. 5, pp. 769-774, 2018.

[162] L. Li and F.-Y. Wang, "Ground Traffic Control in the Past Century and Its Future Perspective," Acta Automatica Sinca, vol. 44, no. 4, pp. 577-583, 2018.

[163] P.-L. Yin, J.-H. Wang, Y.-Q. Chen, and F.-Y. Wang, "Parallel Measurements: A New Theory and Framework for Complex Measurement System and a Case Study," Acta Automatica Sinca, vol. 44, no. 3, pp. 425-433, 2018.

[164] L. Chen, W.-X. Yu, D.-P. Cao, L. Li, and F.-Y. Wang, "Parallel Unmanned System," Unmanned Systems Technology, vol. 1, no. 1, pp. 23-37, 2018.

[165] S. Liu, S. Wang, Q.-Z. Meng, P.-J. Ye, T. Wang, W.-L. Huang, and F.-Y. Wang, "Parallel Modeling of Criminal Subject’s Behavior Based on ACP Behavioral Dynamics," Acta Automatica Sinca, vol. 44, no. 2, pp. 251-261, 2018.

[166] F.-Y. Wang, "Artificial Intelligence: The Rise and Mission of the Third Axis Era," People's Forum, no. 1, pp. 17-18, 2018.

[167] F.-Y. Wang, "New IT and the New Axis Era: The Origin and Goals of the Future," Exploration and Contention, no. 10, pp. 23-27, 2017.

[168] F.-Y. Wang, C. Li, Y. Guo, J. Wang, X. Wang, T. Qiu, X. Meng, and X. Shi, "Parallel Gout: An ACP-Based System Framework for Gout Diagnosis and Treatment," Pattern Recognition and Artificial Intelligence, vol. 30, no. 12, pp. 1057-1068, 2017.

[169] F.-Y. Wang, M. Zhang, X. Meng, R. Wang, X. Wang, Z. Zhang, L. Chen, J. Ge, and T. Yang, "Parallel Surgery: An ACP-Based Approach for Intelligent Operations," Pattern Recognition and Artificial Intelligence, vol. 30, no. 11, pp. 961-970, 2017.

[170] X. Liu, X. Wang, W. Zhang, J. Wang, and F.-Y. Wang, "Parallel Data: From Big Data to Data Intelligence," Pattern Recognition and Artificial Intelligence, vol. 30, no. 8, pp. 673-681, 2017.

[171] K. Wang, Y. Lu, Y. Wang, Z. Xiong, and F.-Y. Wang, "Parallel Imaging: A New Theoretical Framework for Image Generation," Pattern Recognition and Artificial Intelligence, vol. 30, no. 7, pp. 577-587, 2017.

[172] F.-Y. Wang, "Research Progress and Prospect of Generative Adversarial Networks," Communications of CCF, vol. 13, no. 11, pp. 58-62, 2017.

[173] F.-Y. Wang and J. Zhang, "Internet of Minds: The Concept, Issues and Platforms," Acta Automatica Sinca, vol. 43, no. 12, pp. 2061-2070, 2017.

[174] Y. Liu, K. Wang, and F.-Y. Wang, "Tracklet Association-Based Visual Object Tracking: The State of the Art and Beyond," Acta Automatica Sinca, vol. 43, no. 11, pp. 1869-1885, 2017.

[175] Y. Yuan and F.-Y. Wang, "Parallel Blockchain: Concept, Methods and Issues," Acta Automatica Sinca, vol. 43, no. 10, pp. 1703-1712, 2017.

[176] Y. Yuan, T. Zhou, A.-Y. Zhou, Y. Duan, and F.-Y. Wang, "Blockchain Technology: From Data Intelligence to Knowledge Automation," Acta Automatica Sinca, vol. 43, no. 9, pp. 1485-1490, 2017.

[177] H. Zhang, K. Wang, and F.-Y. Wang, "Advances and Perspectives on Applications of Deep Learning in Visual Object Detection," Acta Automatica Sinca, vol. 43, no. 8, pp. 1289-1305, 2017.

[178] F.-Y. Wang, "The Future of Subverting Intelligence in the New Era of Intelligence," Competitive Intelligence, vol. 13, no. 4, pp. 4-7, 2017.

[179] F.-Y. Wang and H. Mo, "Some Fundamental Issues on Type-2 Fuzzy Sets," Acta Automatica Sinca, vol. 43, no. 7, pp. 1114-1141, 2017.

[180] F.-Y. Wang, "The Emergence of Cyberspace: From the Lost History of Cybernetics to the Resurrected Vision of Automation," Journal of Shantou University (Humanities and Social Sciences Edition), vol. 33, no. 3, pp. 142-147, 2017.

[181] K. Wang, C. Gou, Y.-J. Duan, Y.-L. Lin, X.-H. Zheng, and F.-Y. Wang, "Generative Adversarial Networks: The State of the Art and Beyond," Acta Automatica Sinca, vol. 43, no. 3, pp. 321-332, 2017.

[182] T.-X. Bai, S. Wang, Z. Shen, D.-P. Cao, N.-N. Zheng, and F.-Y. Wang, "Parallel Robotics and Parallel Unmanned Systems: Framework, Structure, Process, Platform and Applications," Acta Automatica Sinca, vol. 43, no. 2, pp. 161-175, 2017.

[183] L. Li, Y.-L. Lin, D.-P. Cao, N.-N. Zheng, and F.-Y. Wang, "Parallel Learning- A New Framework for Machine Learning," Acta Automatica Sinca, vol. 43, no. 1, pp. 1-8, 2017.

[184] F.-Y. Wang, "Intelligent Manufacturing: Intelligent Manufacturing: The Cornerstone of the Intelligent Industrial Revolution in New Era," High Technology and Industrialization, no. 11, pp. 26-29, 2017.

[185] F.-Y. Wang, "Science and Belief," High Technology and Industrialization, no. 4, pp. 18-20, 2017.

[186] F-Y. Wang, "From Artificial Intelligence to the Era of Intelligence," High Technology and Industrialization, no. 3, pp. 34-35, 2017.

[187] X.-B. Meng, R. Wang, M. Zhang, and F.-Y. Wang, "Parallel Perception: An ACP-Based Approach to Visual SLAM," Journal of Command and Control, vol. 3, no. 4, pp. 350-358, 2017.

[188] Z.-J. Liu, Y.-C. Ouyang, Y.-H. Song, W. He, and F.-Y. Wang, "Parallel Control of Distributed Parameter Systems: From Model Based Control to Data Driven Intelligent Control," Journal of Command & Control, vol. 3, no. 3, pp. 177-185, 2017.

[189] T.-X. Bai, D. Xu, and F.-Y. Wang, "Concept and Outlook of Local Network-Centric Autonomous Warfare," Journal of Command and Control, vol. 3, no. 1, pp. 1-9, 2017.

[190] F.-Y. Wang, "AI Hall of Fame: In Memory and Celebration," Communications of CCF, vol. 13, no. 3, pp. 62-66, 2017.

[191] F.-Y. Wang, L. Yang, X. Hu, X. Cheng, S. Han, and J. Yang, "Parallel Networks and Network Softwareization: A Novel Network Architecture," Scientia Sinca Informationis, vol. 47, no. 7, pp. 811-831, 2017.

[192] F.-Y. Wang, "Complexity and Intelligence: From Church-Turing Thesis to AlphaGo Thesis and Beyonds (1)," Journal of Command and Control, vol. 2, no. 1, pp. 1-4, 2016.

[193] F.-Y. Wang, "Complexity and Intelligence: From Church-Turing Thesis to AlphaGo Thesis and Beyonds (2)," Journal of Command and Control, vol. 2, no. 2, pp. 89-92, 2016.

[194] F.-Y. Wang, J. Yang, S.-S. Han, L.-Q. Yang, and X. Cheng, "The Framework of Parallel Network Based on the Parallel System Theory," Journal of Command and Control, vol. 2, no. 1, pp. 71-77, 2016.

[195] K. Wang, C. Gou, and F.-Y. Wang, "Parallel Vision: An ACP-Based Approach to Intelligent Vision Computing," Acta Automatica Sinca, vol. 42, no. 10, pp. 1490-1500, 2016.

[196] X. Li, H. Mo, S.-S. Li, and F.-Y. Wang, "Research Progress on 3D Printing Technology Process Control Problem," Acta Automatica Sinca, vol. 42, no. 7, pp. 983-1003, 2016.

[197] Y. Yuan and F.-Y. Wang, "Sequential Equilibrium Analysis and Computational Experiments of a Bargaining Game with Incomplete Information," Acta Automatica Sinca, vol. 42, no. 5, pp. 724-734, 2016.

[198] Y.-J. Duan, Y.-S. Lv, J. Zhang, X.-L. Zhao, and F.-Y. Wang, "Deep Learning for Control: The State of the Art and Prospects," Acta Automatica Sinca, vol. 42, no. 5, pp. 643-654, 2016.

[199] Y. Yuan and F.-Y. Wang, "Blockchain: The State of the Art and Future Trends," Acta Automatica Sinca, vol. 42, no. 4, pp. 481-494, 2016.

[200] S. Liu, S. Wang, H. Fu, and F.-Y. Wang, "Software-Defined Crime Scene Analysis Process and its Knowledge Automation Scheme," Journal of Command and Control, vol. 29, no. 10, pp. 876-883, 2016.

[201] F.-Y. Wang, "On Future Development of Robotics: From Industrial Automation to Knowledge Automation," Science & Technology Review, vol. 33, no. 21, pp. 39-44, 2015.

[202] J.-L. Deng, F.-Y. Wang, Y.-B. Chen, and X.-Y. Zhao, "From Industries 4.0 to Energy 5.0: Concept and Framework of Intelligent Energy Systems," Acta Automatica Sinca, vol. 41, no. 12, pp. 2003-2016, 2015.

[203] F.-Y. Wang, "H.S. Tsien's Concept for Intelligence and Parallel Intelligence: From LASER to Inspiritment," Acta Automatica Sinca, vol. 41, no. 6, pp. 1053-1061, 2015.

[204] F.-Y. Wang, "Intelligence 5.0: Parallel Intelligence in Parallel Age," Journal of the China Society for Scientific and Technical Information, vol. 34, no. 6, pp. 563-574, 2015.

[205] F.-Y. Wang, "Nine Questions and Nine Answers on Artificial Intelligence," Communications of CAA, vol. 36, no. 1, pp. 34-38, 2015.

[206] F.-Y. Wang, "Software-Defined Systems and Knowledge Automation: A Parallel Paradigm Shift from Newton to Merton," Acta Automatica Sinca, vol. 41, no. 1, pp. 1-8, 2015.

[207] F.-Y. Wang, X. Wan, Y. Yuan, Y. Yuan, T. Wang, and Y. Lin, "Social Computing and Computational Societies: The Foundation and Consequence of Smart Societies," Chinese Science Bulletin, vol. 60, no. 5-6, pp. 460-469, 2015.

[208] F.-Y. Wang, "CC 5.0: Intelligent Command and Control Systems in the Parallel Age," Journal of Command and Control, vol. 1, no. 1, pp. 107-120, 2015.

[209] F.-Y. Wang, X. Wang, Y. Yuan, and C. Cheng, "Parallel Industrial Era: Mobile Intelligent Manufacturing," High Technology and Industrialization, no. 3, pp. 32-35, 2015.

[210] F.-Y. Wang, "X5.0: Parallel Intelligence System in the Parallel Era," Communications of CCF, vol. 11, no. 5, pp. 10-14, 2015.

[211] L.-Q. Yang, F.-Y. Wang, Y.-L. Zhang, S.-S. Han, J. Yang, K. Zhao, and X. Cheng, "The Urban Parallel Parking System Based on ACP Approach," Journal of Command and Control, vol. 1, no. 4, pp. 384-390, 2015.

[212] Z. Wang, Y. Yuan, B. An, M.-C. Li, and F.-Y. Wang, "An Overview of Security Games," Journal of Command and Control, vol. 1, no. 2, pp. 121-149, 2015.

[213] H. Lu, X.-K. Sun, W. Liu, X. Zhao, and F.-Y. Wang, "Aske-Based Open Source Intelligence Collection and Analytics: An Example for Key Chinese Intelligence Journals During 2008-2012," Journal of Command and Control, vol. 1, no. 3, pp. 254-262, 2015.

[214] F.-Y. Wang, "System Software and System Engineering 5.0: Social-Physical Network Systems + Parallel Systems + Software-Defined Systems," Complexity and Intelligence, vol. 10, no. 3, pp. 4-5, 2014.

[215] F.-Y. Wang, "From Engineering Control to Social Management: Personal Insights and Prospects on the Origins of Cybernetics," Control Theory and Technology, vol. 31, no. 12, pp. 1621-1625, 2014.

[216] R. Qin, X. Shang, F.-Y. Wang, "Overview of the Current Status of 3D Printing Technology," Complexity and Intelligence, vol. 1, no. 10, pp. 17-24, 2014.

[217] Y.-L Hu, F.-Y. Wang, and X.-W. Liu, "ACP-Based Research on Evacuation Strategies for High-Rise Building Fire," Acta Automatica Sinca, vol. 40, no. 2, pp. 185-196, 2014.

[218] H. Mo and F.-Y. Wang, "Representation and Application of Interval Type-2 Fuzzy Sets," Fuzzy Systems and Mathematics, vol. 28, no. 2, pp. 167-174, 2014.

[219] H. Lu, F.-Y. Wang, D.-R. Liu, N. Zhang, and X.-L. Zhao, "Analytics of Latest Research Progress in Automation Discipline Based on Academic Knowledge Mapping," Acta Automatica Sinca, vol. 40, no. 5, pp. 994-1015, 2014.

[220] Q. Kong and F.-Y. Wang, "Computational Experimental Study on Traffic Evacuation Schemes for Large-Scale Events," Complexity and Intelligence, vol. 10, no. 3, pp. 6-12, 2014.

[221] W. Mao, F.-Y. Wang, and T. Luo, "Social Computing: Introduction to Special Issue on Theory and Methods," Journal of Software, vol. 25, no. 12, pp. 2731-2732, 2014.

[222] F.-Y. Wang, "A Framework for Social Signal Processing and Analysis: From Social Sensing Networks to Computational Dialectical Analytics," Scientia Sinca Informationis, vol. 43, no. 12, pp. 1598-1611, 2013.

[223] F.-Y. Wang, "Cultivating Computational Literacy for the Computational Society: Computational Thinking and Computational Culture," Industry and Information Education, no. 6, pp. 4-8, 2013.

[224] F.-Y. Wang, "Fayol: Can't Be Misplaced," Management Scientist (Academic Edition), no. 8, pp. 70-71, 2013.

[225] F.-Y. Wang, "Parallel Control: A Method for Data-Driven and Computational Control," Acta Automatica Sinca, vol. 39, no. 4, pp. 293-302, 2013.

[226] F.-Y. Wang, "From Social Computing to Social Manufacturing: The Coming Industrial Revolution and New Frontier in Cyber-Physical-Social Space," Chinese Association of Automation Newsletter, vol. 34, no. 2, pp. 6-20, 2013.

[227] F.-Y. Wang, "3D Printing and Social Manufacturing: History and Future," High Technology and Industrialization, no. 4, pp. 37-38, 2013.

[228] F.-Y. Wang, "The Coming Revolution in National Defense Weaponry and Systems: From 3D Printing to Parallel Military Systems," National Defense Science & Technology, vol. 34, no. 3, pp. 1-9, 2013.

[229] F.-Y. Wang, "Systems Engineering and Management Transformation: Paradigm Shift from Newton to Merton," Caijinjie (Guanlixuejia), no. 10, pp. 12-19, 2013.

[230] Y. Yong and F.-Y. Wang, "3D Printing and Social Manufacturing: Realizing the 'Chinese Dream' of Industrial Upgrading," Purple Light Pavilion, no. 7, pp. 68-69, 2013.

[231] F.-Y. Wang, "From Piecemeal Engineering to Twitter Technology: Towards a Computational Society," Communications of CCF, vol. 8, no. 12, pp. 45-46, 2012.

[232] F.-Y. Wang, D. Liu, G. Xiong, C. Cheng, and D. Zhao, "Parallel Control Theory of Complex Systems and Applications," Complex Systems and Complexity Science, vol. 9, no. 3, pp. 1-12, 2012.

[233] F.-Y. Wang, "War Organization and Action in Cyberspace: Discussion on Parallel Military Systems," Military Operations Research and Systems Engineering, vol. 26, no. 3, pp. 5-10, 2012.

[234] F.-Y. Wang, "Decision Service and Academic Analytics for Development of S&T Based on Open Source Intelligence and Big Data," Bulletin of the Chinese Academy of Sciences, vol. 27, no. 5, pp. 527-537, 2012.

[235] F.-Y. Wang, "From Social Computing to Social Manufacturing: The Coming Industrial Revolution and New Frontier in Cyber-Physical-Social Pace," Bulletin of the Chinese Academy of Sciences, vol. 27, no. 6, pp. 658-669, 2012.

[236] X. Zhang, F.-Y. Wang, and Y. Gao, "Analysis of the Tire Steady-State Models (5)," Automobile Technology, no. 6, pp. 1-6, 2012.

[237] X. Zhang, F.-Y. Wang, and Y. Gao, "Analysis of the Tire Steady-State Models (4)," Automobile Technology, no. 5, pp. 1-4, 2012.

[238] X. Zhang, F.-Y. Wang, and Y. Gao, "Analysis of the Tire Steady-State Models (3)," Automobile Technology, no. 4, pp. 1-5, 2012.

[239] X. Zhang, F.-Y. Wang, and Y. Gao, "Analysis of the Tire Steady-State Models (2)," Automobile Technology, no. 3, pp. 1-7, 2012.

[240] X. Zhang, F.-Y. Wang, and Y. Gao, "Analysis of the Tire Steady-State Models (1)," Automobile Technology, no. 2, pp. 1-6, 2012.

[241] X. Shen, F.-Y. Wang, C. Chang-Jian, and X. Liu, "Application of Clustering Analysis to Team Management," Acta Automatica Sinca, vol. 38, no. 4, pp. 563-569, 2012.

[242] F.-Y. Wang, "Social Computing or Socialized Computing," Communications of CCF, vol. 8, no. 2, pp. 57-59, 2012.

[243] F.-Y. Wang, "Motivation, Prospects, and Challenges of Grid Intelligence," Automation of Electric Power Systems, vol. 33, no. 1, pp. 11-20, 2012.

[244] G. Xiong, F.-Y. Wang, J.-C. Hou, X.-S. Dong, J.-L. Zhang, and M.-C. Fu, "To Improve Safety and Reliability of Nuclear Power Plant with Parallel System Method," Systems Engineering- Theory & Practice, vol. 32, no. 5, pp. 1018-1026, 2012.

[245] W. Duan, Z.-D. Cao, X.-G. Qiu, F.-Y. Wang, and D.-J. Zeng, "Semantic Modeling for Artificial Society in Parallel Emergency Management System," Systems Engineering- Theory & Practice, vol. 32, no. 5, pp. 1010-1017, 2012.

[246] F.-Y. Wang, "Study on Cyber Enabled Social Movement Organizations Based on Social Computing and Parallel Systems," Journal of University of Shanghai for Science and Technology, vol. 33, no. 1, pp. 8-17, 2011.

[247] F.-Y. Wang, D. J. Zeng, and Z. D. Cao, "Social Computing Methods for Non-Traditional Security Challenges Enabled by the Social Media in Cyberspace," Science & Technology Review, vol. 29, no. 12, pp. 15-22, 2011.

[248] F.-Y. Wang, "Scientific Collaboration Trends in 21st Century, Science of Team Science (SciTS)," Science and Technology Review, vol. 29, no. 12, p. 81, 2011.

[249] H. Mo, F.-Y. Wang, Z.-Q. Xiao, and Q. Chen, "Stabilities of Linguistic Dynamic Systems Based on Interval Type-2 Fuzzy Sets," Acta Automatica Sinca, vol. 37, no. 8, pp. 1018-1023, 2011.

[250] J. Y. Zhou, F.-Y. Wang, and D. J. Zeng, "Hierarchical Dirichlet Processes and Their Applications: A Survey," Acta Automatica Sinca, vol. 37, no. 4, pp. 390-407, 2011.

[251] L. Li, F.-Y. Wang, and N. N. Zheng, "Cognitive Vehicle: A New Research Direction Combining Cognitive Science and Control Theory," Control Theory and Applications, vol. 2011, no. 2, pp. 137-142, 2011.

[252] Y. Yang, F.-Y. Wang, D. Zeng, R. Qin, J. Li, and J. Zhang, "On Optimal Budget Allocation for Keyword Bidding in Ads Across Search Engines," Science and Technology Review, no. 4, pp. 18-24, 2011.

[253] X. Zheng, Y. Zhong, F.-Y. Wang, D. Zeng, Q. Zhang, and K. Cui, "Social Dynamics Research Based on Web Information," Complex Systems and Complexity Science, vol. 8, no. 3, pp. 1-12, 2011.

[254] W. Mao, Z. Zeng, F.-Y. Wang, "Current Status and New Directions of Research on Social Computing," Communications of CCF, vol. 7, no. 12, pp. 8-12, 2011.

[255] F.-Y. Wang, "The 'Era of Speed' is Still Far Away," Communications of CAA, vol. 32, no. 2, pp. 53-54, 2011.

[256] S. Liu, Y. Fan, G. Xiong, and F.-Y. Wang, "Optimal Selection of QoS-Aware Composite Web Services with Consideration for Atomic Service Sequencing," High Technology Letters, vol. 21, no. 4, pp. 416-421, 2011.

[257] X. Qiu, Z. Fan, B. Chen, Z. Cao, and F.-Y. Wang, "Requirements and Challenges of Modeling and Simulation in the Unconventional Emergency Management," System Simulation Technology, vol. 7, no. 3, pp. 169-176, 2011.

[258] F.-Y. Wang, "In Memory of Professor Pnueli: A Pioneer and 'Savior' in the Field of Information Science," Science and Technology Review, vol. 28, no. 14, p. 123, 2010.

[259] F.-Y. Wang, "How to Teach Students in the Future?" Science and Technology Review, vol. 28, no. 15, p. 123, 2010.

[260] F.-Y. Wang, "The Wind Sweeping Through the Tower Heralds a Rising Storm in the Mountain: Welcoming the Rise of the Intelligent Industry," Modern Science, no. 11, pp. 77-78, 2010.

[261] F.-Y. Wang, X. Qiu, D. Zeng, Z. Cao, and Z. Fan, "A Computational Experimental Platform for Emergency Response Based on Parallel Systems," Complex Systems and Complexity Science, vol. 7, no. 4, pp. 1-10, 2010.

[262] F.-Y. Wang, D. Zeng, and W. Mao, "Significance, Development, and Research Status of Social Computing," e-Science Technology and Applications, vol. 1, no. 2, pp. 3-15, 2010.

[263] B. Ning, F.-Y. Wang, H. Dong, D. Wen, D. Liu, S. Gao, and J. Wang, "Framework of Parallel Control and Management for High-Speed Railway Systems," Complex Systems and Complexity Science, vol. 7, no. 4, pp. 11-21, 2010.

[264] B. Ning, F.-Y. Wang, H. Dong, R. Li, D. Wen, and L. Li, "Parallel Systems for Urban Rail Transportation Based on ACP Approach," Transportation Systems Engineering and Information Technology, vol. 10, no. 6, pp. 22-28, 2010.

[265] X. Zhang and F.-Y. Wang, "Influence of the Tire Dynamic Friction Property on the Vehicle ABS Control System," Automobile Technology, no. 12, pp. 26-32, 2010.

[266] Y. Yang, F.-Y. Wang, and D. Zeng, "ACP-Based Parallel Architecture for Keyword Bidding Calculation," Communications of CCF, vol. 6, no. 8, pp. 49-54, 2010.

[267] G. Xiong, F.-Y. Wang, Y. Zou, C. Cheng, L. Li, C. Liao, F. Cui, H. He, "Parallel Evaluation Method to Improve Long Period Ethylene Production Management," Control Engineering of China, vol. 17, no. 3, pp. 401-406, 2010.

[268] H. Mo, F.-Y. Wang, and L. Zhao, "LDS Trajectories Under One-To-One Mappings in Interval Type-2 Fuzzy Sets," Pattern Recognition and Artificial Intelligence, vol. 23, no. 2, pp. 144-147, 2010.

[269] H. Mo, F.-Y. Wang, and M. Li, "Language Dynamics Trajectory Under the Extended Principle Annotation," Journal of Changsha University of Science and Technology (Natural Science Edition), vol. 7, no. 1, pp. 73-78, 2010.

[270] F. Cui, C. Changjian, F.-Y. Wang, X. Liu, L. Li, Y. Zou, and L. He, "Design of Parallel Management Information System Based on Service-Oriented Architecture," Computers and Applied Chemistry, vol. 27, no. 9, 2010.

[271] Y.-Q. Li, W.-J. Mao, and F.-Y. Wang, "Causal Knowledge Extraction Based on Open Source Domain Texts," Computer Engineering & Science, vol. 32, no. 5, pp. 100-104, 2010.

[272] Z. Cao, D. Zeng, F.-Y. Wang, Q. Wang, X. Wang, J. Wang, and X. Zheng, "Weather Conditions and Spatio-Temporal Spreading Risk of the Beijing 2009 Influenza A(H1N1) Epidemic," Science and Technology Review, vol. 28, no. 8, pp. 26-32, 2010.

[273] Z. Cao, D. Zeng, Q. Wang, X. Zheng, and F.-Y. Wang, "Patterns and Transmission Mechanisms of Hand, Foot, and Mouth Disease in Beijing in 2008," Chinese Science Bulletin, vol. 55, no.9, pp. 764-772, 2010.

[274] Z. Cao, D. Zeng, X. Zheng, Q. Wang, F.-Y. Wang, J. Wang, and X. Wang, "Spatio-Temporal Evolution of Beijing 2003 SARS Epidemic," Scientia Sinica Terrae, vol. 40, no. 6, pp. 776-788, 2010.

[275] Z. Cao, D. Zeng, Q. Wang, X. Wang, Y. Zhang, Y. Deng, X. Zheng, and F.-Y. Wang, "Epidemiological Features and Spatio-Temporal Evolution in the Early Phase of the Beijing H1N1 Epidemic," Acta Geographica Sinica, vol. 65, no. 3, pp. 361-368, 2010.

[276] F.-Y. Wang, "Conference or Journal, is This a Question?" Science and Technology Review, vol. 27, no. 13, p. 121, 2009.

[277] Y.-Z. Wang, D. Zeng, X.-L. Zheng, and F.-Y. Wang, "Internet News Media Analysis Based on Complex Network Theory," Complex Systems and Complexity Science, vol. 6, no. 3, pp. 11-21, 2009.

[278] F.-Y. Wang, "Notes on Applying for the International Joint Conference on Artificial Intelligence," Science and Technology Review, vol. 27, no. 15, pp. 120-121, 2009.

[279] F.-Y. Wang, D. Zeng, and Z. Cao, "Emergency 2.0: Modeling and Analyzing of Web Social Media and Group Trend," China Emergency Management, no. 1, pp. 21-25, 2009.

[280] X. Zhang and F.-Y. Wang, "Studies on Adaptive Fuzzy Sliding Mode Control Algorithm for the Vehicle ABS," Automobile Technology, no. 10, pp. 25-30, 2009.

[281] H. Mo, F.-Y. Wang, "Word-Based Computing in Language Dynamics System and Its Stability," Scientia Sinca Informationis, 2009, 39(2): 254-268.

[282] S. Tang, J. Pan, H. Wang, L. Cha, F.-Y. Wang, Z. Li, and F. Zhu, "Application Research on Intelligent Control System for Fast Passage on Trunk Highways," Highway, no. 11, pp. 226-233, 2009.

[283] F.-Y. Wang, "Harnessing the Role of Science and Technology in Emergency Management," Urban and Rural Development, no. 3, pp. 56-57, 2008.

[284] F.-Y. Wang, D. Zeng, and Y. Yuan, "An ACP-Based Approach for Complexity Analysis of E-Commerce System," Complex Systems and Complexity Science, vol. 5, no. 3, pp. 1-8, 2008.

[285] F.-Y. Wang, R. Lu, D. Zeng, "Artificial Intelligence in China," Communications of CCF, vol. 4, no. 8, pp. 12-14, 2008.

[286] F.-Y. Wang, J. Zhao, S. Lun, "Artificial Power Systems for the Operation and Management of Complex Power Grids," Southern Power System Technology, vol. 2, no. 3, pp. 1-6, 2008.

[287] F.-Y. Wang, "Web Social Media in Disaster Reduction and Emergence Management," Science and Technology Review, vol. 26, no. 10, pp. 30-31, 2008.

[288] F.-Y. Wang, "Black Holes, Elementary Particles, and Parallel Worlds," Science and Culture Review, vol. 5, no. 4, pp. 90-96, 2008.

[289] D. Zeng, F.-Y. Wang, and Z. Cao, "Open Source Information in Emergency Response," Science & Technology Review, vol. 26, no. 16, pp. 27-33, 2008.

[290] X. Zhang and F.-Y. Wang, "Review of Present Status and Development Treads of Intelligent Tire Sensors (1)," Instrument Technique and Sensor, no. 9, pp. 111-112, 2008.

[291] X. Zhang and F.-Y. Wang, "Review of Present Status and Development Treads of Intelligent Tire Sensors (2)," Instrument Technique and Sensor, no. 10, pp. 109-112, 2008.

[292] H.-Q. Li, D. Zeng, X. Zheng, F.-Y. Wang, and W. Mao, "Analyzing Package Dependencies in Open Source Software Using a Directed Random Graph," Complex Systems and Complexity Science, vol. 5, no. 1, pp. 6-13, 2008.

[293] X. Gao, G. Sun, S. Li, T. Yao, R. Lu, D. OuYang, C. Shi, Z. Han, C. Cao, X. Zheng, D. Zeng, F.-Y. Wang, R. Lu, "Recent Developments in Artificial Intelligence," Communications of CCF, vol. 4, no. 8, pp. 15-27, 2008.

[294] F.-Y. Wang, L.-F. Li, X. Huang, and Y.-M. Zou, "A Discussion of Fundamental Theory of Long Period Continuous Production Emphasizing Effectiveness, Safety and Energy Saving," Computers and Applied Chemistry, vol. 24, no. 12, pp. 1711-1713, 2007.

[295] F.-Y. Wang, "Research on Architecture and Application of Parallel Emergency Management Systems (PeMS)," China Emergency Management, vol. 1, no. 12, pp. 22-28, 2007.

[296] F.-Y. Wang, "From Computational Thinking to Computational Culture," Communications of CCF, vol. 3, no. 11, pp. 78-82, 2007.

[297] F.-Y. Wang, "From Parallel Universe to Parallel Management System PMS: Quantum Mechanics Plan After ERP?" Financial World / Manager, vol. 2007, no. 10, pp. 48-51, 2007.

[298] R. Dai, F.-Y. Wang, and C. Li, "In Memoriam: Prof. George Sarris," Acta Automatica Sinca, vol. 33, no. 2, pp. I0001-I0002, 2007.

[299] L. Li, F.-Y. Wang, N.-N. Zheng, and Y. Zhang, "Research and Developments of Intelligent Driving Behavior Analysis," Acta Automatica Sinca, vol. 33, no. 10, pp. 1014-1022, 2007.

[300] Y. Xu and F.-Y. Wang, "Computational Thinking," Communications of CCF, vol. 3, no. 11, pp. 83-85, 2007.

[301] D. Zeng, R. Dai, F.-Y. Wang, W. Mao, and Q. Wang, "Infectious Disease Informatics and Syndromic Surveillance," Science and Technology Review, vol. 25, no. 21, pp. 17-22, 2007.

[302] X. Zheng, D. Zeng, H. Li, W. Mao, F.-Y. Wang, and R. Dai, "Analyzing and Modeling Open Source Software as Complex Networks," Complex System and Complex Science, vol. 4, no. 3, pp. 1-9, 2007.

[303] F.-Y. Wang, "On the Modeling, Analysis, Control and Management of Complex Systems," Complex Systems and Complexity Science, vol. 3, no. 2, pp. 26-34, 2006.

[304] F.-Y. Wang, "The Significance and Prospect of Social Computing," Communications of CCF, vol. 2, no. 2, pp. 8-17, 2006.

[305] F.-Y. Wang, "Toward a Unified Mathematical and Computational Framework for Control and Mechanics," Acta Automatica Sinca, vol. 32, no. 2, pp. 318-320, 2006.

[306] S. Tang and F.-Y. Wang, "A Preliminary Study for Basic Approaches in Artificial Transportation Systems," Journal of Graduate University of the Chinese Academy of Sciences, vol. 23, no. 4, pp. 569-575, 2006.

[307] Q. Miao, S. Tang, and F.-Y. Wang, "Design of Artificial Transportation System Based on JXTA," Journal of Transportation Systems Engineering and Information Technology, vol. 6, no. 6, pp. 83-90, 2006.

[308] R. Li, S. Tang, and F.-Y. Wang, "A Review of Dynamic User-Optimal Variational Inequality Traffic Assignment," Journal of Transportation Systems Engineering and Information Technology, vol. 6, no. 2, pp. 83-90, 2006.

[309] F.-Y. Wang, "Social Computing: Digital Dynamic Integration of Science, Technology, and Humanities," China Basic Science, vol. 7, no. 5, pp. 5-12, 2005.

[310] F.-Y. Wang, Z.-H. Jiang, and R.-W. Dai, "Population Studies and Artificial Societies: A Discussion of Artificial Population Systems and Their Applications," Complex Systems and Complexity Science, vol. 2, no. 1, pp. 1-9, 2005.

[311] F.-Y. Wang, "Social Computing and Dynamical State Analysis of Digitalized and Networked Societies," Science & Technology Review, vol. 23, no. 9, pp. 4-6, 2005.

[312] F.-Y. Wang and Y. Wang, "Intelligence and Security Informatics: The State of the Art and Outlook," China Basic Science, vol. 7, no. 2, pp. 24-29, 2005.

[313] F.-Y. Wang, "An Investigation on Social Physics: Methods and Significance," Complexity and Complexity Science, vol. 2, no. 3, pp. 1-9, 2005.

[314] F.-Y. Wang, "Social Computing.Science2 Technology and Humanities," Bulletin of Chinese Academy of Sciences, vol. 20, no. 5, pp. 370-376, 2005.

[315] F.-Y. Wang, "Thoughts on 'Exploration of New Scientific Fields'," Natural Science Journal, vol. 27, no. 6, pp. 363-365, 2005.

[316] S. Tang, F.-Y. Wang, X. Liu, X. Jia, X. Liu, and J. Li, "A Preliminary Investigation on Artificial Transportation Systems," Journal of System Simulation, vol. 17, no. 3, pp. 704-709, 2005.

[317] X. Gong, F.-Y. Wang, and R. Li, "Methocls Analysis, Set-up and Evaluation on One-way Traffic," Journal of Transportation Systems Engineering and Information Technology, vol. 5, no. 2, pp. 85-89, 2005.

[318] D. Guo, F.-Y. Wang, J. Yi, H. Gao, and X. Zhang, "Progress in the Development and Utilization of Wind Energy Resources," Solar Energy, no. 5, pp. 7-12, 2005.

[319] C. Wang, F.-Y. Wang, S. Song, and J. He, "Some Key Issues in Studying Complex Systems," Control Theory and Applications, vol. 22, no. 4, pp. 604-608, 2005.

[320] C. Wang, Y. Yao, and F.-Y. Wang, "Rule+Exception Learning Based on Reduct," Chinese Journal of Computers, vol. 28, no. 11, pp. 1778-1789, 2005.

[321] F.-Y. Wang, "Not Wanting to Be a Soldier, Not Being a Good General," Complexity and Intelligence, vol. 1, no. 1, pp. 36-38, 2005.

[322] F.-Y. Wang, "Impression of Xingbei Shu," Complexity and Intelligence, vol. 1, no. 1, pp. 29-30, 2005.

[323] F.-Y. Wang, "Artificial Societies, Computational Experiments, and Parallel Systems: A Discussion on Computational Theory of Complex Social-Economic Systems," Complex Systems and Complexity Science, vol. 1, no. 4, pp. 25-35, 2004.

[324] F.-Y. Wang, "Computational Theory and Method on Complex System," China Basic Science, vol. 6, no. 5, pp. 3-10, 2004.

[325] F.-Y. Wang, R. Dai, S. Tang, S. Zhang, G. Chen, D. Yang, X. Yang, and P. Li, "Fundaments of Sustainable and Integrated Development of Metropolitan Transportation, Logistics and Ecosystems," Journal of Transportation Systems Engineering and Information Technology, vol. 4, no. 6, pp. 37-46, 2004.

[326] F.-Y. Wang, "Intelligent Control and Management for Networked Systems in a Connected World," Pattern Recognition and Artificial Intelligence, vol. 17, no. 1, pp. 1-6, 2004.

[327] F.-Y. Wang and J. S. Lansing, "From Artificial Life to Artificial Societies-New Methods for Studies of Complex Social Systems," Complex Systems and Complexity Science, vol. 1, no. 1, pp. 33-41, 2004.

[328] F.-Y. Wang and S.-M. Tang, "Concepts and Frameworks of Artificial Transportation Systems," Complex Systems and Complexity Science, vol. 1, no. 2, pp. 52-59, 2004.

[329] F.-Y. Wang, R.-W. Dai, S.-Y. Zhang, G. Chen, S. Tang, D. Yang, X. Yan, "A Complex System Approach for Studying Sustainable and Integrated Development of Metropolitan Transportation, Logistics and Ecosystems," Complex Systems and Complexity Science, vol. 1, no. 2, pp. 60-69, 2004.

[330] F.-Y. Wang, "Computational Experiments for Behavior Analysis and Decision Evaluation of Complex Systems," Journal of System Simulation, vol. 16, no. 5, pp. 893-897, 2004.

[331] F.-Y. Wang, "Parallel System Methods for Management and Control of Complex Systems," Control and Decision, vol. 19, no. 5, pp. 485-489, 514, 2004.

[332] F.-Y. Wang, "Direction and Strategy for Research and Development of the Complex Systems and Intelligence Science," Research and Exploration in Laboratory, vol. 23, no. 5, pp. 74-76, 2004.

[333] S. Tang and F.-Y. Wang, "Recent Development in Process Capability Indices," Applied Probability and Statistics, vol. 20, no. 2, pp. 207-216, 2004.

[334] X. Liu and F.-Y. Wang, "Research on Traffic Flow Control at Single Intersection Based on Agent," Journal of System Simulation, vol. 16, no. 4, pp. 853-855, 2004.

[335] L. Zhu and F.-Y. Wang, "Construction of Application Specific Embedded Operating Systems Based on Component Technique," Computer Engineering, vol. 30, no. 3, pp. 42-43, 2004.

[336] X. Liu and F.-Y. Wang, "Simulation Study of Vehicle-cross Action on No Lamp-control Intersection Based on Agent Technology," Computer Simulation, vol. 21, no. 1, pp. 105-108, 2004.

[337] L. Zhu, and F.-Y. Wang, "Study on Construction Methods of Application Specific Embedded Operating Systems," Computer Science, vol. 31, no. 5, pp. 113-117, 2004.

[338] L. Zhu, L. Cui, and F.-Y. Wang, "Study on Intelligent Transportation System Engineering Design Based on Unified Modeling Language," Computer Engineering and Design, vol. 25, no. 2, pp. 184-187, 2004.

[339] F.-Y. Wang, "Artificial Life and Natural Life- on the Evolution and Transformation of Concepts," Scientific Chinese, 2003, (8): 33.

[340] F.-Y. Wang, Z. Wang, G. Shan, L. Li, and C. Wang, "Study Progress and Prospect of Smart Tire," Tire Industry, vol. 23, no. 1, pp. 10-15, 2003.

[341] H. Mo, F.-Y. Wang, and T. Yang, "The Linguistic Dynamic Property of a Type of Bifurcate Mapping," Pattern Recognition and Artificial Intelligence, vol. 16, no. 3, pp. 263-270, 2003.

[342] L. Li, F.-Y. Wang, G.-L. Shan, and Q.-Z. Zhou, "Design of Tire Fault Observer Based on Estimation of Tire/road Friction Conditions," Acta Automatica Sinca, vol. 29, no. 5, pp. 695-702, 2003.

[343] L. Chen and F.-Y. Wang, "A New Neural Fuzzy System and Its Learning Algorithm," Pattern Recognition and Artificial Intelligence, vol. 16, no. 2, pp. 178-184, 2003.

[344] X. Liu, F.-Y. Wang, "Study on City Area Traffic Coordination Control Based on Agent," Computer Engineering, vol. 29, no. 9, pp. 45-47, 2003.

[345] D.-W. Chen, F.-Y. Wang, and L. Chen, "Freeway Ramp Control Algorithm Based on Neurofuzzy Networks," Journal of Traffic and Transportation Engineering, vol. 3, no. 2, pp. 100-105, 2003.

[346] F.-Y. Wang, "Meanings Must Reflects Facts: A Review on Computational Intelligent in Design and Manufacturing," Acta Automatica Sinica, 2003, 29(6): 1027-1031.

[347] J. Wang, F.-Y. Wang, J. Wang, and S. Guo, "Modeling and Simulation Study of Advanced Short Takeoff and Vertical Landing Aircraft," Journal of System Simulation, vol. 16, no. 3, pp. 357-362, 2003.

[348] L. Li, H.-J. Gao, and F.-Y. Wang, "Control Signal Coordination of Two Adjacent Traffic Intersections," Acta Automatica Sinca, vol. 29, no. 6, pp. 947-952, 2003.

[349] L. Gan, L. Li, and F.-Y. Wang, "Modelling and Simulation Driver Behaviors of the Traffic on the Highway," Pattern Recognition and Artificial Intelligence, vol. 16, no. 3, pp. 357-362, 2003.

[350] H. Gao, J. Wang, L. Chen, and F.-Y. Wang, "Review on the Research of Air Traffic Flow Management," Control Engineering, vol. 10, no. 6, pp. 484-487, 2003.

[351] F.-Y. Wang and C.-H. Wang, "On Some Basic Issues in Network-Based Direct Control Systems," Acta Automatica Sinca, vol. 28, pp. 171-176, 2002.

[352] F.-Y. Wang, "A Note on Research in Fuzzy Systems," Acta Automatica Sinca, vol. 28, no. 4, pp. 663-669, 2002.

[353] F.-Y. Wang, G. Shan, L. Li, Z. Wang, C. Wang, and X. Feng, "Research on Intelligent Tires and Related Core Technologies," Tire Industry, vol. 22, no. 12, pp. 713-719, 2002.

[354] F. Zhu and F.-Y. Wang, "Some Results on Covering Generalized Rough Sets," Pattern Recognition and Artificial Intelligence, vol. 15, no. 1, pp. 6-13, 2002.

[355] N. Tang, F.-Y. Wang, and F. W. Ciarallo, "Study on Adaptive Fuzzy Control of Neural Fuzzy Network NFN)," Journal of Xi'an Petroleum Institute (Natural Science Edition), vol. 17, no. 1, pp. 62-65, 2002.

[356] D. Chen, L. Li, X. Liu, X. Gong, and F.-Y. Wang, "An Overview on Urban Pressway Traffic Control and Its Prospect," Information and Control, vol. 31, no. 4, pp. 341-345, 2002.

[357] F.-Y. Wang, "Computing with Words and a Framework for Computational Linguistic Dynamic Systems," Pattern Recognition and Artificial Intelligence, vol. 14, no. 4, pp. 377-384, 2001.

[358] F.-Y. Wang and X. Huang, "Current Situation and Development Trend of Network-Based Smart Home Systems," Household Appliances Technology, no. 6, pp. 56-62, 2001.

[359] F.-Y. Wang, "Intelligent Management and Control of Networked Household Appliances Based on OSGi and Agent Technology," China Appliance, pp. 63-70, 2001.

[360] Y.-T. Lin, F.-Y. Wang, J. Xiao, and Z.-X. Wang, "Design and Implementation of a Neuro-Fuzzy Based Control System for Intelligent Vehicles," Acta Automatica Sinca, vol. 27, no. 4, pp. 531-542, 2001.

[361] M. Liu, F.-Y. Wang, S. Jian, and Q. Wu, "Current Situation and Development Trend of Smart Home Appliances Abroad," China Appliance, no. 6, pp. 11-13, 2001.

[362] F.-Y. Wang, "Concepts of Computer Simulation for Fatigue Experiments," Study Report on Fracture Mechanics, Zhejiang University, 1992. In F.-Y. Wang, "Elasticity Theory and Plate Shell Mechanics Research," 2003, p. 302.

[363] F.-Y. Wang, "Formulation of Kalman Filter and Rauch Smoother by Quadratic Optimal Control Method," Journal of Zhejiang University (Natural Science Edition), vol. 23, no. 2, pp. 193-204, 1989.

[364] F.-Y. Wang, J.-M. Wang, and Y.-Q. Xie, "Application of Good Lattice Points Set in Least Square Method," Journal of Zhejiang University, vol. 22, no. 3, pp. 33-43, 1988.

[365] F.-Y. Wang, "Separation of Variables Solution of the Biharmonic Equation in Cylindrical Coordinates," Mechanics and Practice, vol. 9, no. 5, pp. 36-38, 1987.

[366] F.-Y. Wang, "Some Problems in Micropolar Plate Theory," Journal of Zhejiang University, vol. 21, no. 1, pp. 35-46, 1987.

[367] F.-Y. Wang, "Introduction to the Book 'Control System Synthesis: A Factorization Approach'," Control Theory and Applications, vol. 4, no. 3, pp. 97-99, 1987.

[368] F.-Y. Wang, "Exact Analysis of Stability Problems for Transversely Isotropic Plates," Journal of Zhejiang University, vol. 20, no. 1, pp. 91-96, 1986.

[369] F.-Y. Wang, "Representation Theorem for the Nth Power of a Second-Order Tensor," Nature Journal, vol. 9, no. 5, pp. 394-395, 1986.

[370] F.-Y. Wang, "A Discussion on 'Algebraic Construction for General Solutions of Linear Operational Systems'," Acta Mechanica Sinica, vol. 18, no. 5, pp. 478-479, 1986.

[371] F.-Y. Wang and F. He, "A Study of Free Vibration Problem Based on the Theory of Elasticity for Simply Supported Transversely Isotropic Thick Plates," Journal of Vibration and Shock, vol. 4, no. 1, pp. 1-11, 1986.

[372] F.-Y. Wang, "Three-Dimensional Problem in Theory of Micropolar Elasticity, vol. 19, no. 6, pp. 174-183, 1985.

[373] F.-Y. Wang and F. He, "A Study of Plate Stability Problem Based on the Theory of Elasticity," Acta Mechanica Solida Sinica, no. 4, pp. 429-435, 1985.

[374] F.-Y. Wang, "A Refined Transversely Isotropic Plate Elasticity Theory," Chinese Quarterly of Mechanics, vol. 6, no. 2, pp. 10-21, 1985.

[375] F.-B. He and F.-Y. Wang, "A Tenth Order Differential Equation and Its Resolution of Transversely Isotropic Circular Cylindrical Shells," Journal of Applied Mechanics, vol. 1, no. 2, pp. 33-42, 1984.

[376] F.-Y. Wang, "A Generalized B-Spline Continuous Representation for Deformation of Continues Rail Beam Train Load," Shanghai Mechanics, Nov. 2, 1979.

Conference Proceedings (English)

[1] X. Wang, J. Huang, Y.-L. Tian, and F.-Y. Wang, "AGI in Metaverse for Smart Cities and Societies: A Cyber Physical Social Approach," 2024 Australian & New Zealand Control Conference (ANZCC), 2024, pp. 61-66.

[2] S. Guan, J. Li, W. Ding, and F.-Y. Wang, "Parallel Treasury for TRUE DAOs: Model, Indicators and Mechanism," 2024 Australian & New Zealand Control Conference (ANZCC), 2024, pp. 7-12.

[3] Y. Liu, T. Jiang, J. Li, W. Ding, and F.-Y. Wang, "SensorDAO: A New Framework of Sensor Governance for Internet of Vehicles," 2023 IEEE 3rd International Conference on Digital Twins and Parallel Intelligence (DTPI), 2023, pp. 1-5.

[4] C. Zhao, X. Dai, X. Wang, L. Li, Y. Lv, and F.-Y. Wang, "Learning Transformer-Based Cooperation for Networked Traffic Signal Control," 2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC), Oct. 2022, pp. 3133-3138.

[5] Y. Zhang, X. Li, F.-Y. Wang, B. Wei, and L. Li, "A Fast Hyperspectral Object Tracking Method Based on Channel Selection Strategy," 2022 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), Sep. 2022, pp. 1-5.

[6] J. Wang, Y. Wang, Y. Tian, X. Wang, and F.-Y. Wang, "Sst-Gan: Single Sample-Based Realistic Traffic Image Generation for Parallel Vision," 2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC), Oct. 2022, pp. 1485-1490.

[7] A. Validi, V. Kashansky, J. Khiari, H. Hadian, R. Prodan, J. Li, F.-Y. Wang, and C. Olaverri-Monreal, "Hybrid On/off Blockchain Approach for Vehicle Data Management, Processing and Visualization Exemplified by the ADAPT Platform," 2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC), Oct. 2022, pp. 3152-3158.

[8] Y. Tian, X. Wang, Y. Shen, Y. Liu, Z. Wang, and F.-Y. Wang, "Semantic-Enhanced Graph Voxelization for Pillar-Based 3D Detection from Point Clouds," 2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC), Oct. 2022, pp. 310-315.

[9] Q. Miao, M. Huang, Y. Lv, and F.-Y. Wang, "Parallel Learning Between Science for AI and AI for Science: A Brief Overview and Perspective," 2022 Australian & New Zealand Control Conference (ANZCC), Nov. 2022, pp. 171-175.

[10] G. Luo, H. Zhang, X. Wang, Q. Yuan, J. Li, and F.-Y. Wang, "ACP Based Large-Scale Coordinated Route Planning: From Perspective of Cyber-Physical-Social Systems," 2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC), Oct. 2022, pp. 1842-1849.

[11] K. Li, M. Zhao, H. Wu, D.-M. Yan, Z. Shen, F.-Y. Wang, and G. Xiong, "GraphFit: Learning Multi-Scale Graph-Convolutional Representation for Point Cloud Normal Estimation," in Workshop on Computer Science, Cham, 2022, pp. 651-667.

[12] C. Li, Y. Yuan, and F.-Y. Wang, "A Novel Framework for Data Trading Markets Based on Blockchain-Enabled Federated Learning," 2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC), Oct. 2022, pp. 3392-3397.

[13] J. Zhu, H. Deng, X. Li, Y. Yuan, and F.-Y. Wang, "Blockchain-Based Consensus Study on Distributed Control Systems," 2021 IEEE 1st International Conference on Digital Twins and Parallel Intelligence (DTPI), Jul. 2021, pp. 164-167.

[14] W. Zheng, L. Yan, F.-Y. Wang, and Chao Gou, "Progressive Knowledge-Embedded Unified Perceptual Parsing for Scene Understanding," 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Jun. 2021, pp. 1633-1642.

[15] W. Zheng, L. Yan, F.-Y. Wang, and Chao Gou, "Learning from the Web: Webly Supervised Meta-Learning for Masked Face Recognition," 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Jun. 2021, vol. 5, pp. 4299-4308.

[16] W. Zheng, L. Yan, F.-Y. Wang, and Chao Gou, "Learning from the Negativity: Deep Negative Correlation Meta-Learning for Adversarial Image Classification," MultiMedia Modeling, Cham, 2021, pp. 531-540.

[17] W. Zheng, L. Yan, Chao Gou, and F.-Y. Wang, "Two Heads Are Better Than One: Hypergraph-Enhanced Graph Reasoning for Visual Event Ratiocination," 38th International Conference on Machine Learning, Jul. 2021, pp. 12747-12760. Accessed: Mar. 12, 2023.

[18] W. Zheng, L. Yan, Chao Gou, and F.-Y. Wang, "Point Cloud Classification Using Content-Based Transformer via Clustering in Feature Space," 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining, New York, NY, USA, Aug. 2021, pp. 2360-2368.

[19] H. Zhang, Y. Li, X. Li, and F.-Y. Wang, "Parallel Vision and Learning for Intelligent Perception in Smart Driving," 2021 IEEE 1st International Conference on Digital Twins and Parallel Intelligence (DTPI), Jul. 2021, pp. 234-237.

[20] L. Yan, W. Zheng, F.-Y. Wang, and C. Gou, "Weakly Supervised Sketch-Based Person Search," 2021 International Conference on Multimedia Retrieval, Aug. 2021, pp. 491-495.

[21]  J. Xi, F. Zhu, Y. Chen, Y. Lv, C. Tan, and F.-Y. Wang, "DDRL: A Decentralized Deep Reinforcement Learning Method for Vehicle Repositioning," 2021 IEEE International Intelligent Transportation Systems Conference (ITSC), Sep. 2021, pp. 3984-3989.

[22] S. Wu, H. Wang, W. Yu, K. Yang, D. Cao, and F.-Y. Wang, "A New SOTIF Scenario Hierarchy and Its Critical Test Case Generation Based on Potential Risk Assessment," 2021 IEEE 1st International Conference on Digital Twins and Parallel Intelligence (DTPI), Jul. 2021, pp. 399-409.

[23] Z. Wei, Z. Li, C. Wang, Y. Chen, Q. Miao, Y. Lv, and F.-Y. Wang, "Recurrent Attention Unit: A Simple and Effective Method for Traffic Prediction," 2021 IEEE International Intelligent Transportation Systems Conference (ITSC), Sep. 2021, pp. 1272-1277.

[24] Y. Wang, Y. Cao, and F.-Y. Wang, "Anomaly Detection in Digital Twin Model," 2021 IEEE 1st International Conference on Digital Twins and Parallel Intelligence (DTPI), Jul. 2021, pp. 208-211.

[25] Y. Wang, F.-Y. Wang, X. Wang, Z. Guan, L. Ouyang, J. Wang, L. Yan, W. Zheng, and W. Zhang, "Parallel Hospital: ACP-Based Hospital Smart Operating System," 2021 IEEE 1st International Conference on Digital Twins and Parallel Intelligence (DTPI), Jul. 2021, pp. 474-477.

[26] S. Wang, P. Xiao, H. Chai, X. Tu, Q. Sun, H. Cai, and F.-Y. Wang, "Research on Construction of Supply Chain Financial Platform Based on Blockchain Technology," 2021 IEEE 1st International Conference on Digital Twins and Parallel Intelligence (DTPI), Jul. 2021, pp. 42-45.

[27] C. Sun, R. Tan, J. Deng, R. Zhou, L. Chen, F.-Y. Wang, and D. Cao, "Accident Prediction in Mesoscopic View: A CPSS-Based Social Transportation Approach," 2021 IEEE 1st International Conference on Digital Twins and Parallel Intelligence (DTPI), Jul. 2021, pp. 306-311.

[28] T. Shen, C. Gou, J. Wang, J. Huang, Y. He, H. Xue, Z. Jin, and F.-Y. Wang, "Parallel Medical Imaging: An ACP-Based Approach for Intelligent Medical Image Recognition with Small Samples," 2021 IEEE 1st International Conference on Digital Twins and Parallel Intelligence (DTPI), Jul. 2021, pp. 226-229.

[29] T. Qu, G. Xiong, X. Dong, W. Li, H. Tao, J. Yan, Z. Shen, and F.-Y. Wang, "Missile Defense Decision-Making Under Incomplete Information Using the Artificial Neural Network," 2021 IEEE 17th International Conference on Automation Science and Engineering (CASE), Aug. 2021, pp. 1825-1830.

[30] Y. Lu, C. Guo, X. Dai, and F.-Y. Wang, "Image Captioning on Fine Art Paintings via Virtual Paintings," 2021 IEEE 1st International Conference on Digital Twins and Parallel Intelligence (DTPI), Jul. 2021, pp. 156-159.

[31] J. Lu, Q. Wei, T. Zhou, L. Han, and F.-Y. Wang, "Backstepping-Based Parallel Control for Cascaded Nonlinear Systems," 2021 IEEE 1st International Conference on Digital Twins and Parallel Intelligence (DTPI), Jul. 2021, pp. 70-73.

[32] Y. Liu, Y. Tian, and F.-Y. Wang, "Circuit Design and Waveform Analysis of Partial Discharge Ultrasonic Sensor Based on Parallel Systems," 2021 IEEE 1st International Conference on Digital Twins and Parallel Intelligence (DTPI), Jul. 2021, pp. 1-4.

[33] X. Liu, S. Yu, Q. Li, L. Zheng, X. Wang, H. Sun, and F.-Y. Wang, "Mas-Based Parallel Intelligence Communities," 2021 IEEE 1st International Conference on Digital Twins and Parallel Intelligence (DTPI), Jul. 2021, pp. 426-429.

[34] X. Li, H. Duan, H. Zhang, and F.-Y. Wang, "Data Augmentation Using Image Generation for Change Detection," 2021 IEEE 1st International Conference on Digital Twins and Parallel Intelligence (DTPI), Jul. 2021, pp. 188-191.

[35] S. Li, Y. Wang, X. Wang, and F.-Y. Wang, "Mechanical Design Paradigm Based on ACP Method in Parallel Manufacturing," 2021 IEEE 1st International Conference on Digital Twins and Parallel Intelligence (DTPI), Jul. 2021, pp. 1-4.

[36] K. Li, H. Wu, X. Shang, Z. Shen, G. Xiong, X. Dong, B. Hu, and F.-Y. Wang, "Joint Face Alignment and 3D Face Reconstruction with Efficient Convolution Neural Networks," in 2020 25th International Conference on Pattern Recognition (ICPR), Jan. 2021, pp. 6973-6979.

[37] C. Li, Y. Yuan, and F.-Y. Wang, "Blockchain-Enabled Federated Learning: A Survey," 2021 IEEE 1st International Conference on Digital Twins and Parallel Intelligence (DTPI), Jul. 2021, pp. 286-289.

[38] V. Kashansky, N. Saurabh, R. Prodan, A. Validi, C. Olaverri-Monreal, R. Burian, G. Burian, D. Hirsch, Y. Lv, F.-Y. Wang, and H. Zuhge, "The ADAPT Project: Adaptive and Autonomous Data Performance Connectivity and Decentralized Transport Network," Proceedings of the Conference on Information Technology for Social Good, New York, NY, USA, Sep. 2021, pp. 115-120.

[39] H.-L. He, P. Ye, and F.-Y. Wang, "Federated Automatic Speech Recognition in Federated Ecology," 2021 IEEE 1st International Conference on Digital Twins and Parallel Intelligence (DTPI), Jul. 2021, pp. 17-20.

[40] Y. Gao, S. Qian, Z. Li, P. Wang, F.-Y. Wang, and Q. He, "Digital Twin and Its Application in Transportation Infrastructure," 2021 IEEE 1st International Conference on Digital Twins and Parallel Intelligence (DTPI), Jul. 2021, pp. 298-301.

[41] S. Fan, Q. Dong, F. Zhu, Y. Lv, P. Ye, and F.-Y. Wang, "Scf-Net: Learning Spatial Contextual Features for Large-Scale Point Cloud Segmentation," 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun. 2021, pp. 14499-14508.

[42] W. W. Ding, X. Liang, J. Hou, G. Wang, Y. Yuan, J. Li, and F.-Y. Wang, "Parallel Governance for Decentralized Autonomous Organizations Enabled by Blockchain and Smart Contracts," 2021 IEEE 1st International Conference on Digital Twins and Parallel Intelligence (DTPI), Jul. 2021, pp. 1-4.

[43] Y. Chen, X. Du, X. Wang, J. J. Zhang, and F.-Y. Wang, "An Adaptive Federated Control Strategy for Participant Selection in Multi-Client Collaboration," 2021 IEEE 1st International Conference on Digital Twins and Parallel Intelligence (DTPI), Jul. 2021, pp. 131-134.

[44] X. Chen, G. Xiong, Y. Lv, Y. Chen, B. Song, and F.-Y. Wang, "A Collaborative Communication-Qmix Approach for Large-Scale Networked Traffic Signal Control," 2021 IEEE International Intelligent Transportation Systems Conference (ITSC), Sep. 2021, pp. 3450-3455.

[45] L. Chen, X. Hu, G. Wang, D. Cao, L. Li, and F.-Y. Wang, "Parallel Mining Operating Systems: From Digital Twins to Mining Intelligence," 2021 IEEE 1st International Conference on Digital Twins and Parallel Intelligence (DTPI), Jul. 2021, pp. 469-473.

[46] Y. Cao, Y. Wang, J. Dai, X. Zhu, and F.-Y. Wang, "Social Manufacturing Pattern in the Intelligent Reform of the Shoes and Clothing Industry," 2021 IEEE 1st International Conference on Digital Twins and Parallel Intelligence (DTPI), Jul. 2021, pp. 452-455.

[47] P. Bo, X. Tu, F. Qu, and F.-Y. Wang, "Adaptive Dynamic Programming Based on Parallel Control Theory for Underwater Vehicles," 2021 IEEE 1st International Conference on Digital Twins and Parallel Intelligence (DTPI), Jul. 2021, pp. 54-57.

[48] W. Zheng, L. Yan, F.-Y. Wang, and C. Gou, "Learning from the Past: Meta-Continual Learning with Knowledge Embedding for Jointly Sketch, Cartoon, and Caricature Face Recognition," 28th ACM International Conference on Multimedia, Oct. 2020, pp. 736-743.

[49] W. Zheng, L. Yan, F.-Y. Wang, and C. Gou, "Learning from the Guidance: Knowledge Embedded Meta-Learning for Medical Visual Question Answering," Communications in Computer and Information Science, Cham, 2020, pp. 194-202.

[50] W. Zheng, L. Yan, C. Gou, and F.-Y. Wang, "Webly Supervised Knowledge Embedding Model for Visual Reasoning," 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun. 2020, pp. 12442-12451.

[51] W. Zheng, L. Yan, C. Gou, and F.-Y. Wang, "Jnd-Gan: Human-Vision-Systems Inspired Generative Adversarial Networks for Image-To-Image Translation," 24th European Conference on Artificial Intelligence (ECAI 2020), Santiago de Compostela, Spain, pp. 2816-2823.

[52] W. Zheng, L. Yan, C. Gou, and F.-Y. Wang, "Graph Attention Model Embedded with Multi-Modal Knowledge for Depression Detection," 2020 IEEE International Conference on Multimedia and Expo (ICME), Jul. 2020, pp. 1-6.

[53] W. Zheng, L. Yan, C. Gou, and F.-Y. Wang, "Federated Meta-Learning for Fraudulent Credit Card Detection," Twenty-Ninth International Joint Conference on Artificial Intelligence, Jul. 2020, pp. 4654-4660.

[54] W. Zheng, F.-Y. Wang, and C. Gou, "Nonparametric Different-Feature Selection Using Wasserstein Distance," 2020 IEEE 32nd International Conference on Tools with Artificial Intelligence (ICTAI), Nov. 2020, pp. 982-988.

[55] W. Zhang, F. Zhu, Y. Chen, X. Wang, G. Xiong, and F.-Y. Wang, "Differential Time-Variant Traffic Flow Prediction Based on Deep Learning," 2020 IEEE 23rd International Conference on Intelligent Transportation Systems (ITSC), Sep. 2020, pp. 1-6.

[56] H. Zhang, F.-Y. Wang, and Y. Ai, "An OSGI and Agent-Based Control System Architecture for Smart Home," 2005 IEEE Networking, Sensing and Control, 2005, Jun. 2020.

[57] L. Yan, W. Zheng, F.-Y. Wang, and C. Gou, "Weakly Supervised Person Search," 2020 IEEE 7th International Conference on Data Science and Advanced Analytics (DSAA), Oct. 2020, pp. 188-196.

[58] L. Yan, W. Zheng, C. Gou, and F.-Y. Wang, "Feature Aggregation Attention Network for Single Image Dehazing," 2020 IEEE International Conference on Image Processing (ICIP), Oct. 2020, pp. 923-927.

[59] E. Lodhi, Z. Lodhi, Z. Fenghua, G. Xiong, F.-Y. Wang, W. ur Rehman, and T. Sinshaw, "Analysis of Harmonics Detection and Their Filtration by Using Active Bandpass Filter for Domestic Appliances," 2020 IEEE 16th International Conference on Automation Science and Engineering (CASE), Aug. 2020, vol. 26, pp. 232-237.

[60] X. Li, Z. Guo, X. Dai, Y. Lin, J. Jin, F. Zhu, and F.-Y. Wang, "Deep Imitation Learning for Traffic Signal Control and Operations Based on Graph Convolutional Neural Networks," 2020 IEEE 23rd International Conference on Intelligent Transportation Systems (ITSC), Sep. 2020, pp. 1-6.

[61] C. Guo, T. Bai, Y. Lu, Y. Lin, G. Xiong, X. Wang, and F.-Y. Wang, "Skywork-Davinci: A Novel CPSS-Based Painting Support System," 2020 IEEE 16th International Conference on Automation Science and Engineering (CASE), Aug. 2020, pp. 673-678.

[62] X. Gong, Y. Tang, X. Liu, S. Jing, W. Cui, J. Liang, and F.-Y. Wang, "K-9 Artificial Intelligence Education in Qingdao: Issues, Challenges and Suggestions," 2020 IEEE International Conference on Networking, Sensing and Control (ICNSC), 2020, pp. 1-6.

[63] S. Fan, F. Zhu, H. Zhang, Y. Lv, X. Wang, G. Xiong, and F.-Y. Wang, "Improving Road Detection Results Based on Ensemble Learning and Key Samples Focusing," 2020 IEEE 23rd International Conference on Intelligent Transportation Systems (ITSC), Sep. 2020, pp. 1-7.

[64] S. Du, H. Guo, Y. Chen, Y. Lin, X. Meng, L. Wen, and F.-Y. Wang, "GPO: Global Plane Optimization for Fast and Accurate Monocular SLAM Initialization," 2020 IEEE International Conference on Robotics and Automation (ICRA), May 2020, pp. 6254-6260.

[65] W. Zheng, L. Yan, W. Zhang, C. Gou, and F.-Y. Wang, "Guided CycleGAN via Semi-Dual Optimal Transport for Photo-Realistic Face Super-Resolution," 2019 IEEE International Conference on Image Processing (ICIP), Sep. 2019, vol. 6, pp. 743-747.

[66] W. Zheng, L. Yan, C. Gou, W. Zhang, and F.-Y. Wang, "A Relation Network Embedded with Prior Features for Few-Shot Caricature Recognition," 2019 IEEE International Conference on Multimedia and Expo (ICME), Jul. 2019, vol. 10, pp. 1510-1515.

[67] W. Zheng, C. Gou, L. Yan, and F.-Y. Wang, "Differential-Evolution-Based Generative Adversarial Networks for Edge Detection," 2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW), Oct. 2019, pp. 2999-3008.

[68] H. Zhang, Y. Tian, K. Wang, H. He, and F.-Y. Wang, "Synthetic-To-Real Domain Adaptation for Object Instance Segmentation," 2019 International Joint Conference on Neural Networks (IJCNN), Jul. 2019, pp. 1-7.

[69] S. Zeng, Y. Yuan, and F.-Y. Wang, "A Decentralized Social Networking Architecture Enhanced by Blockchain," 2019 IEEE International Conference on Service Operations and Logistics, and Informatics (SOLI), Nov. 2019, pp. 269-273.

[70] S. Wang, H. Lu, X. Sun, Y. Yuan, and F.-Y. Wang, "A Novel Blockchain Oracle Implementation Scheme Based on Application-Specific Knowledge Engines," 2019 IEEE International Conference on Service Operations and Logistics, and Informatics (SOLI), 2019, pp. 258-262.

[71] F.-Y. Wang, H. Chen, L. Liao, F. Zhang, and H. Jin, "The Power of Better Choice: Reducing Relocations in Cuckoo Filter," 2019 IEEE 39th International Conference on Distributed Computing Systems (ICDCS), Jul. 2019, pp. 358-367.

[72] Z. Shen, X. Shang, Y. Li, Y. Bao, X. Zhang, X. Dong, L. Wan, G. Xiong, and F.-Y. Wang, "PredNet and CompNet: Prediction and High-Precision Compensation of In-Plane Shape Deformation for Additive Manufacturing," 2019 IEEE 15th International Conference on Automation Science and Engineering (CASE), Aug. 2019, pp. 462-467.

[73] R. Qin, Y. Yuan, and F.-Y. Wang, "Exploring Optimal Revenue Models for DSPs in Real-Time Bidding Advertising," 2019 IEEE International Conference on Service Operations and Logistics, and Informatics (SOLI), Nov. 2019, pp. 181-185.

[74] L. Ouyang, Y. Yuan, and F.-Y. Wang, "A Blockchain-Based Framework for Collaborative Production in Distributed and Social Manufacturing," 2019 IEEE International Conference on Service Operations and Logistics, and Informatics (SOLI), Nov. 2019, pp. 76-81.

[75] X. Ni, Y. Yuan, and F.-Y. Wang, "Behavioral Management for Employees Based on Blockchain and Smart Contracts," 2019 IEEE International Conference on Service Operations and Logistics, and Informatics (SOLI), Nov. 2019, pp. 248-252.

[76] E. Lodhi, F. Zhu, Z. Lodhi, Q. Saleem, G. Xiong, and F.-Y. Wang, "Design and Implementation of RFID Based Smart Shopping Booth," 2019 6th International Conference on Information Science and Control Engineering (ICISCE), Dec. 2019, pp. 1017-1021.

[77] Y. Liu, X. Li, K. Wang, Y. Yan, and F.-Y. Wang, "Long/Short-Term Appearance Modeling and Two-Step Association for Multi-Object Tracking," 2019 IEEE Intelligent Transportation Systems Conference (ITSC), Oct. 2019, pp. 1116-1121.

[78] T. Liu, B. Tian, Y. Ai, L. Chen, F. Liu, D. Cao, N. Bian, and F.-Y. Wang, "Dynamic States Prediction in Autonomous Vehicles: Comparison of Three Different Methods," 2019 IEEE Intelligent Transportation Systems Conference (ITSC), Oct. 2019, pp. 3750-3755.

[79] Z. Li, G. Xiong, X. Zhang, Z. Shen, C. Luo, X. Shang, X. Dong, G.-B. Bian, X. Wang, and F.-Y. Wang, "A GPU Based Parallel Genetic Algorithm for the Orientation Optimization Problem in 3D Printing," 2019 International Conference on Robotics and Automation (ICRA), May 2019, pp. 2786-2792.

[80] Z. Li, G. Xiong, Y. Chen, Y. Lv, B. Hu, F. Zhu, and F.-Y. Wang, "A Hybrid Deep Learning Approach with GCN and LSTM for Traffic Flow Prediction," 2019 IEEE Intelligent Transportation Systems Conference (ITSC), Oct. 2019, pp. 1929-1933.

[81] X. Li, S. Hu, C. Lv, H. Qin, F. Zhu, and F.-Y. Wang, "A Brief Research and Lookback of the Development of Iris Recognition," 2019 IEEE International Conference on Service Operations and Logistics, and Informatics (SOLI), Nov. 2019, pp. 140-145.

[82] J. Li, Y. Yuan, and F.-Y. Wang, "Bitcoin Fee Decisions in Transaction Confirmation Queueing Games Under Limited Multi-Priority Rule," 2019 IEEE International Conference on Service Operations and Logistics, and Informatics (SOLI), Nov. 2019, pp. 134-139.

[83] X. Han, Y. Yuan, and F.-Y. Wang, "A Blockchain-Based Framework for Central Bank Digital Currency," 2019 IEEE International Conference on Service Operations and Logistics, and Informatics (SOLI), Nov. 2019, pp. 263-268.

[84] Z. Guo, W. Zhong, F. Zhu, X. Li, F.-Y. Wang, and G. Xiong, "Short Term Traffic Flow Forecast Based on Cm-Gru Networks," 2019 IEEE International Conference on Service Operations and Logistics, and Informatics (SOLI), Nov. 2019, pp. 163-168.

[85] X. Gong, L. Zhao, R. Tang, Y. Guo, X. Liu, J. He, F.-Y. Wang, Y. Tang, W. Shi, X. Niu, and X. Wang, "AI Educational System for Primary and Secondary Schools," 2019 ASEE Annual Conference & Exposition Proceedings, 2019.

[86] S. Zeng, X. Ni, Y. Yuan, and F.-Y. Wang, "A Bibliometric Analysis of Blockchain Research," 2018 IEEE Intelligent Vehicles Symposium (IV), Jun. 2018, pp. 102-107.

[87] Y. Xing, J. Tang, H. Liu, C. Lv, D. Cao, E. Velenis, and F.-Y. Wang, "End-To-End Driving Activities and Secondary Tasks Recognition Using Deep Convolutional Neural Network and Transfer Learning," 2018 IEEE Intelligent Vehicles Symposium (IV), Jun. 2018, pp. 1626-1631.

[88] X. Wang, Y. Zhang, S. Yu, X. Liu, and F.-Y. Wang, "Computerized Adaptive English Ability Assessment Based on Deep Learning," Image and Video Technology, Cham, 2018, pp. 158-171.

[89] S. Wang, Y. Yuan, X. Wang, J. Li, R. Qin, and F.-Y. Wang, "An Overview of Smart Contract: Architecture, Applications, and Future Trends," 2018 IEEE Intelligent Vehicles Symposium (IV), Jun. 2018, pp. 108-113.

[90] S. Wang, X. Ni, Y. Yuan, F.-Y. Wang, X. Wang, and L. Ouyang, "A Preliminary Research of Prediction Markets Based on Blockchain Powered Smart Contracts," 2018 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData), 2018, pp. 1287-1293.

[91] R. Qin, Y. Yuan, S. Wang, and F.-Y. Wang, "Economic Issues in Bitcoin Mining and Blockchain Research," 2018 IEEE Intelligent Vehicles Symposium (IV), Jun. 2018, pp. 268-273.

[92] R. Qin, Y. Yuan, and F.-Y. Wang, "Optimal Share Reporting Strategies for Blockchain Miners in PPLNS Pools," 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC), Oct. 2018, pp. 3367-3372.

[93] X. Ni, S. Zeng, X. Han, Y. Yuan, and F.-Y. Wang, "Organizational Management Using Software-Defined Robots Based on Smart Contracts," 2018 IEEE Intelligent Vehicles Symposium (IV), Jun. 2018, pp. 274-279.

[94] C. Luo, Z. Shen, S. Evangelou, G. Xiong, X. Wang, Y. Lv, X. Dong, F. Zhu, and F.-Y. Wang, "A Control Strategy Combined Thermostat Control with Dc-Link Voltage Control for Series Hybrid Electric Vehicles," 2018 21st International Conference on Intelligent Transportation Systems (ITSC), Nov. 2018, pp. 294-299.

[95] T. Liu, C. Yang, C. Hu, H. Wang, L. Li, D. Cao, and F.-Y. Wang, "Reinforcement Learning-Based Predictive Control for Autonomous Electrified Vehicles," 2018 IEEE Intelligent Vehicles Symposium (IV), Jun. 2018, pp. 185-190.

[96] Y. Li, L. Yang, S. Han, X. Wang, and F.-Y. Wang, "When LPWAN Meets ITS: Evaluation of Low Power Wide Area Networks for V2X Communications," 2018 21st International Conference on Intelligent Transportation Systems (ITSC), Nov. 2018, pp. 473-478.

[97] Y. Li, S. Han, L. Yang, F.-Y. Wang, and H. Zhang, "LoRa on the Move: Performance Evaluation of LoRa in V2X Communications," 2018 IEEE Intelligent Vehicles Symposium (IV), Jun. 2018, pp. 1107-1111.

[98] X. Li, Y. Wang, K. Wang, L. Yan, and F.-Y. Wang, "The Paralleleye-Cs Dataset: Constructing Artificial Scenes for Evaluating the Visual Intelligence of Intelligent Vehicles," 2018 IEEE Intelligent Vehicles Symposium (IV), Jun. 2018, pp. 37-42.

[99] J. Li, Y. Yuan, S. Wang, and F.-Y. Wang, "Transaction Queuing Game in Bitcoin Blockchain," 2018 IEEE Intelligent Vehicles Symposium (IV), Jun. 2018, pp. 114-119.

[100] J. Li, S. Wang, X. Ni, Y. Yuan, and F.-Y. Wang, "How Reporting Policies Influence Employee Performance: An Empirical Study," 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC), Oct. 2018, pp. 2485-2490.

[101] J. Hua, X. Wang, M. Kang, H. Wang, and F.-Y. Wang, "Blockchain Based Provenance for Agricultural Products: A Distributed Platform with Duplicated and Shared Bookkeeping," 2018 IEEE Intelligent Vehicles Symposium (IV), Jun. 2018, pp. 97-101.

[102] S. Han, H. Ma, X. Wang, H. Liu, D. Cao, and F.-Y. Wang, "CPSS-Based Signal Forwarding Method at Relays for Full-Duplex Cooperative Vehicular Networks," 2018 IEEE Intelligent Vehicles Symposium (IV), Jun. 2018, pp. 1057-1062.

[103] Y. Chen, Y. Lv, X. Wang, and F.-Y. Wang, "Traffic Flow Prediction with Parallel Data," 2018 21st International Conference on Intelligent Transportation Systems (ITSC), Nov. 2018, pp. 614-619.

[104] L. Cao, C. Gou, K. Wang, G. Xiong, and F.-Y. Wang, "Gaze-Aided Eye Detection via Appearance Learning," 2018 24th International Conference on Pattern Recognition (ICPR), Aug. 2018, pp. 1965-1970.

[105] W. Zheng, F.-Y. Wang, and K. Wang, "An ACP-Based Approach to Color Image Encryption Using DNA Sequence Operation and Hyper-Chaotic System," 2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC), Oct. 2017, pp. 461-466.

[106] P. Ye and F.-Y. Wang, "Hybrid Calibration of Agent-Based Travel Model Using Traffic Counts and AVI Data," 2017 IEEE 20th International Conference on Intelligent Transportation Systems (ITSC), Oct. 2017, pp. 457-462.

[107] T. Yao, X. Yao, S. Han, Y. Wang, D. Cao, and F.-Y. Wang, "Memetic Algorithm with Adaptive Local Search for Capacitated Arc Routing Problem," 2017 IEEE 20th International Conference on Intelligent Transportation Systems (ITSC), Oct. 2017, pp. 836-841.

[108] Z. Wu, X. Chen, and J. Xu, "Topsis-Based Approach for Hesitant Fuzzy Linguistic Term Sets with Possibility Distribution Information," 2017 29th Chinese Control and Decision Conference (CCDC), May 2017.

[109] X. Wang, Y. Zhang, S. Yu, X. Liu, Y. Yuan, and F.-Y. Wang, "E-Learning Recommendation Framework Based on Deep Learning," 2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC), Oct. 2017, pp. 455-460.

[110] F.-Y. Wang and J. J. Zhang, "Transportation 5.0 in CPSS: Towards ACP-Based Society-Centered Intelligent Transportation," 2017 IEEE 20th International Conference on Intelligent Transportation Systems (ITSC), Oct. 2017, pp. 762-767.

[111] F.-Y. Wang, "AI and Intelligent Vehicles Future Challenge (IVFC) in China: From Cognitive Intelligence to Parallel Intelligence," 2017 ITU Kaleidoscope: Challenges for a Data-Driven Society (ITU K), Nov. 2017, pp. 1-2.

[112] R. Qin, Y. Yuan, and F.-Y. Wang, "Optimizing the Revenue for Ad Exchanges in Header Bidding Advertising Markets," 2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC), Oct. 2017, pp. 432-437.

[113] R. Qin, X. Ni, Y. Yuan, J. Li, and F.-Y. Wang, "Revenue Models for Demand Side Platforms in Real-Time Bidding Advertising," 2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC), Oct. 2017, pp. 438-443.

[114] L. Ouyang, F. Zhu, G. Xiong, H. Zhao, F.-Y. Wang, and T. Liu, "Short-Term Traffic Flow Forecasting Based on Wavelet Transform and Neural Network," 2017 IEEE 20th International Conference on Intelligent Transportation Systems (ITSC), Oct. 2017, pp. 1-6.

[115] H. Mo and F.-Y. Wang, "Representation for General Type-2 Fuzzy Sets," 2017 4th International Conference on Information, Cybernetics and Computational Social Systems (ICCSS), Jul. 2017, pp. 389-394.

[116] H. Mo and F.-Y. Wang, "Properties of Type-2 Fuzzy Sets," 2017 International Conference on Fuzzy Theory and Its Applications (iFUZZY), Nov. 2017, pp. 1-6.

[117] X. Liu, X. Gong, F.-Y. Wang, R. Sun, Y. Gao, Y. Zhang, J. Zhou, and X. Deng, "A New Framework of Science and Technology Innovation Education for K-12 in Qingdao, China," 2017 ASEE International Forum, Jun. 2017.

[118] J. Li, X. Ni, Y. Yuan, R. Qin, X. Wang, and F.-Y. Wang, "The Impact of Reserve Price on Publisher Revenue in Real-Time Bidding Advertising Markets," 2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC), Oct. 2017, pp. 1256-1261.

[119] S. Han, F. Zhu, Y. Wang, D. Cao, G. Xiong, and F.-Y. Wang, "Modified K-Best Receiver for Multi-Antenna Vehicular Networks," 2017 IEEE 20th International Conference on Intelligent Transportation Systems (ITSC), Oct. 2017, pp. 1-6.

[120] S. Han, P. Zhang, F. Shi, D. Cao, and F.-Y. Wang, "Low-Complexity Detection for Multi-Antenna Differential Unitary Space-Time Modulation Systems," 2017 IEEE/CIC International Conference on Communications in China (ICCC), Oct. 2017, pp. 1-5.

[121] S. Han, Y. Wang, T. Yao, F. Zhu, G. Xiong, D. Cao, and F.-Y. Wang, "Relaying Algorithm Based on Soft Estimated Information for Cooperative V2X Networks," 2017 IEEE 20th International Conference on Intelligent Transportation Systems (ITSC), Oct. 2017, pp. 509-514.

[122] S. Han, F.-Y. Wang, Y. Wang, D. Cao, and L. Li, "Parallel Vehicles Based on the ACP Theory: Safe Trips via Self-Driving," 2017 IEEE Intelligent Vehicles Symposium (IV), Jun. 2017, pp. 20-25.

[123] C. Gou, Y. Wu, F.-Y. Wang, and Q. Ji, "Coupled Cascade Regression for Simultaneous Facial Landmark Detection and Head Pose Estimation," 2017 IEEE International Conference on Image Processing (ICIP), Sep. 2017, pp. 2906-2910.

[124] X. Dai, R. Fu, Y. Lin, F.-Y. Wang, and L. Li, "DeepTrend: A Deep Hierarchical Neural Network for Traffic Flow Prediction," 2017 IEEE 20th International Conference on Intelligent Transportation Systems, 2017, pp. 394-399.

[125] Y. Chen, Y. Lv, X. Wang, and F.-Y. Wang, "A Convolutional Neural Network for Traffic Information Sensing from Social Media Text," 2017 IEEE 20th International Conference on Intelligent Transportation Systems (ITSC), Oct. 2017, pp. 1-6.

[126] C.-W. Chang, C. Lv, H. Wang, H. Wang, D. Cao, E. Velenis, and F.-Y. Wang, "Multi-Point Turn Decision-Making Framework for Human-Like Automated Driving," 2017 IEEE 20th International Conference on Intelligent Transportation Systems (ITSC), Oct. 2017, pp. 1-6.

[127] Y. Zhao, J. Wang, F.-Y. Wang, X. Shi, and Y. Lv, "Paragraph Vector Based Retrieval Model for Similar Cases Recommendation," 2016 12th World Congress on Intelligent Control and Automation (WCICA), Jun. 2016, pp. 2220-2225.

[128] Y. Yuan and F.-Y. Wang, "Towards Blockchain-Based Intelligent Transportation Systems," 2016 IEEE 19th International Conference on Intelligent Transportation Systems (ITSC), Nov. 2016, pp. 2663-2668.

[129] J. Wang, C. Man, Y. Zhao, and F.-Y. Wang, "An Answer Recommendation Algorithm for Medical Community Question Answering Systems," 2016 IEEE International Conference on Service Operations and Logistics, and Informatics (SOLI), Jul. 2016, pp. 139-144.

[130] F.-Y. Wang, L.-Q. Yang, J. Yang, Y. Zhang, S. Han, and K. Zhao, "Urban Intelligent Parking System Based on the Parallel Theory," 2016 International Conference on Computing, Networking and Communications (ICNC), Feb. 2016, pp. 1-5.

[131] R. Qin, Y. Yuan, and F.-Y. Wang, "Optimizing Market Segmentation Granularity in RTB Advertising: A Computational Experimental Study," 2016 IEEE International Conferences on Big Data and Cloud Computing (BDCloud), Social Computing and Networking (SocialCom), Sustainable Computing and Communications (SustainCom) (BDCloud-SocialCom-SustainCom), Oct. 2016, pp. 401-407.

[132] R. Qin, Y. Yuan, and F.-Y. Wang, "Exploring Optimal Frequency Caps in Real-Time Bidding Advertising," 2016 IEEE International Conferences on Big Data and Cloud Computing (BDCloud), Social Computing and Networking (SocialCom), Sustainable Computing and Communications (SustainCom) (BDCloud-SocialCom-SustainCom), Oct. 2016, pp. 385-392.

[133] R. Qin, Y. Yuan, J. Li, and F.-Y. Wang, "Optimizing the Segmentation Granularity for RTB Advertising Markets with a Two-Stage Resale Model," 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC), Oct. 2016, pp. 001191-001196.

[134] J. Li, X. Ni, Y. Yuan, R. Qin, and F.-Y. Wang, "Optimal Allocation of Ad Inventory in Real-Time Bidding Advertising Markets," 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC), Oct. 2016, pp. 003021-003026.

[135] C. Gou, Y. Wu, K. Wang, F.-Y. Wang, and Q. Ji, "Learning-By-Synthesis for Accurate Eye Detection," 2016 23rd International Conference on Pattern Recognition (ICPR), Dec. 2016, pp. 3362-3367.

[136] C. Gou, Y. Wu, F.-Y. Wang, and Q. Ji, "Shape Augmented Regression for 3D Face Alignment," Workshop on Computer Science, Cham, 2016, pp. 604-615.

[137] Y. Gao, F.-Y. Wang, W. Sun, X. Dong, X. Liu, and S. Li, "A Cdio-Based Social Manufacturing Laboratory: Prototype for CPSS-Based Production Processes," 2016 ASEE Annual Conference & Exposition Proceedings, 2016.

[138] Y. Duan, Y. Lv, and F.-Y. Wang, "Travel Time Prediction with LSTM Neural Network," 2016 IEEE 19th International Conference on Intelligent Transportation Systems (ITSC), Nov. 2016, pp. 1053-1058.

[139] Y. Duan, Y. Lv, and F.-Y. Wang, "Performance Evaluation of the Deep Learning Approach for Traffic Flow Prediction at Different Times," 2016 IEEE International Conference on Service Operations and Logistics, and Informatics (SOLI), Jul. 2016, pp. 223-227.

[140] X. Dong, J. Zhou, B. Hu, J. Riekki, G. Xiong, F.-Y. Wang, and F. Zhu, "A Framework of Future Innovative Urban Transport," 2016 IEEE 19th International Conference on Intelligent Transportation Systems (ITSC), Nov. 2016, pp. 19-23.

[141] Y. Chen, Y. Lv, Z. Li, and F.-Y. Wang, "Long Short-Term Memory Model for Traffic Congestion Prediction with Online Open Data," 2016 IEEE 19th International Conference on Intelligent Transportation Systems (ITSC), Nov. 2016, pp. 132-137.

[142] S. Chen, F. Zhu, and F.-Y. Wang, "An Erlang-Based Simulation Approach of Artificial Transportation Systems," 2016 IEEE 19th International Conference on Intelligent Transportation Systems (ITSC), Nov. 2016, pp. 24-28.

[143] J. Cao, S. Wang, F. Qiao, H. Wang, F.-Y. Wang, and P. S. Yu, "User-Guided Large Attributed Graph Clustering with Multiple Sparse Annotations," Advances in Knowledge Discovery and Data Mining, Cham, 2016, pp. 127-138.

[144] Y. F. Zhao, F.-Y. Wang, H. Gao, F. H. Zhu, Y. S. Lv, and P. J. Ye, "Content-Based Recommendation for Traffic Signal Control," 2015 IEEE 18th International Conference on Intelligent Transportation Systems, Sep. 2015, pp. 1183-1188.

[145] R. Qin, Y. Yuan, F.-Y. Wang, and J. Li, "Analyzing the Segmentation Granularity of RTB Advertising Markets: A Computational Experiment Approach," Communications in Computer and Information Science, Singapore, 2015, pp. 217-224.

[146] H. Mo, F.-Y. Wang, and F. Zhu, "Time-Varying Universe Based Linguistic Dynamic Analysis of Timing Design for Parallel Traffic Light," 2015 International Conference on Informative and Cybernetics for Computational Social Systems (ICCSS), Aug. 2015, pp. 130-133.

[147] L. Zhou, F.-Y. Wang, and P. Xu, "Study on Evaluation of the Effect of Enterprise Human Resources Promotion Based on EVA," 2015 12th International Conference on Service Systems and Service Management (ICSSSM), Jun. 2015.

[148] L. Li and F.-Y. Wang, "Trajectory Generation for Driving Guidance of Front Wheel Steering Vehicles," IEEE IV2003 Intelligent Vehicles Symposium. Proceedings (Cat. No.03TH8683), Jun. 2015, pp. 231-236.

[149] X. Gang, W. Kang, F.-Y. Wang, F. Zhu, Y. Lv, X. Dong, J. Riekki, and S. Pirttikangas, "Continuous Travel Time Prediction for Transit Signal Priority Based on a Deep Network," 2015 IEEE 18th International Conference on Intelligent Transportation Systems, Sep. 2015, pp. 523-528.

[150] Y.-F. Zhao, Q.-J. Kong, H. Gao, F.-H. Zhu, and F.-Y. Wang, "Parallel Management for Traffic Signal Control," 17th International IEEE Conference on Intelligent Transportation Systems (ITSC), Oct. 2014, pp. 2888-2893.

[151] Y. Yuan, F.-Y. Wang, J. Li, and R. Qin, "A Survey on Real-Time Bidding Advertising," 2014 IEEE International Conference on Service Operations and Logistics, and Informatics, Oct. 2014, pp. 418-423.

[152] X. Wang, K. Zeng, X.-L. Zhao, and F.-Y. Wang, "Using Web Data to Enhance Traffic Situation Awareness," 17th International IEEE Conference on Intelligent Transportation Systems (ITSC), Oct. 2014, pp. 195-199.

[153] Y. Liu, K. Wang, and F.-Y. Wang, "Visual Vehicle Tracking Based on Conditional Random Fields," 17th International IEEE Conference on Intelligent Transportation Systems (ITSC), Oct. 2014, pp. 3106-3111.

[154] L. Chen and F.-Y. Wang, "A Neuro-Fuzzy System Approach for Forecasting Short-Term Freeway Traffic Flows," The IEEE 5th International Conference on Intelligent Transportation Systems, Dec. 2014, pp. 747-751.

[155] C. Gou, K. Wang, B. Li, and F.-Y. Wang, "Vehicle License Plate Recognition Based on Class-Specific ERs and Sae-Elm," 17th International IEEE Conference on Intelligent Transportation Systems (ITSC), Oct. 2014, pp. 2956-2961.

[156] Y. Yao, G. Xiong, K. Wang, F. Zhu, and F.-Y. Wang, "Vehicle Detection Method Based on Active Basis Model and Symmetry in ITS," 16th International IEEE Conference on Intelligent Transportation Systems (ITSC 2013), Oct. 2013, pp. 614-618.

[157] Z. Shen, K. Wang, and F.-Y. Wang, "Gpu-Based Non-Dominated Sorting Genetic Algorithm-Ii for Multi-Objective Traffic Light Signaling Optimization with Agent-Based Modeling," 16th International IEEE Conference on Intelligent Transportation Systems (ITSC 2013), Oct. 2013, pp. 1840-1845.

[158] Z. Shen, K. Wang, F.-Y. Wang, and K. Wang, "Application of Vector Ordinal Optimization to the Transportation Systems with Agent-Based Modelling," 2013 IEEE International Conference on Automation Science and Engineering (CASE), Aug. 2013, pp. 898-903.

[159] R. Qin, Y. Yang, F.-Y. Wang, and D. Zeng, "Boundary Value Problems for Stochastic Budget Distribution in Search Advertisements," 2013 IEEE International Conference on Service Operations and Logistics, and Informatics, Jul. 2013, pp. 225-230.

[160] Y. Li, F.-Y. Wang, B. Li, B. Tian, F. Zhu, G. Xiong, and K. Wang, "A Multi-Scale Model Integrating Multiple Features for Vehicle Detection," 16th International IEEE Conference on Intelligent Transportation Systems (ITSC 2013), Oct. 2013, pp. 399-403.

[161] Q.-J. Kong, F.-Y. Wang, F. Zhu, and G. Xiong, "An Overview of Artificial Transportation Systems," 2013 IEEE International Conference on Service Operations and Logistics, and Informatics, Jul. 2013, pp. 253-258.

[162] W. Huang, Z. Yu, F. Zhu, L. Yang, and F.-Y. Wang, "Applicability of Short-Range Wireless Networks in V2I Applications," in 16th International IEEE Conference on Intelligent Transportation Systems (ITSC 2013), Oct. 2013, pp. 231-236.

[163] S. Li, Z. Shen, and F.-Y. Wang, "A Weighted Pattern Recognition Algorithm for Short-Term Traffic Flow Forecasting," 2012 9th IEEE International Conference on Networking, Sensing and Control, Apr. 2012, pp. 1-6.

[164] Y. Hu, X. Liu, F.-Y. Wang, and C. Cheng, "An Overview of Agent-Based Evacuation Models for Building Fires," 2012 9th IEEE International Conference on Networking, Sensing and Control, Apr. 2012, pp. 382-386.

[165] F. Zhu, F.-Y. Wang, R. Li, Y. Lv, and S. Chen, "Modeling and Analyzing Transportation Systems Based on ACP Approach," 2011 14th International IEEE Conference on Intelligent Transportation Systems (ITSC), Oct. 2011, pp. 2136-2141.

[166] G. Yuan and F.-Y. Wang, "Recognizing Vehicle-Contours with a Compositional Deformable Model," 2011 IEEE International Conference on Vehicular Electronics and Safety, Jul. 2011, pp. 232-237.

[167] G. Xiong, J. Hou, F.-Y. Wang, T. R. Nyberg, J. Zhang, and M. Fu, "Parallel System Method to Improve Safety and Reliability of Nuclear Power Plants," 2011 9th World Congress on Intelligent Control and Automation, Jun. 2011, pp. 237-242.

[168] M. Sun, K. Wang, M. Tang, F.-Y. Wang, and J. Yang, "Video Vehicle Detection Through Multiple Background-Based Features and Statistical Learning," 2011 14th International IEEE Conference on Intelligent Transportation Systems (ITSC), Oct. 2011, pp. 1337-1342.

[169] D. Sang, B. Lv, H. He, F.-Y. Wang, and J. He, "Analysis of Neural Interaction During Adaptation of Reach-To-Grasp Task Under Perturbation with Bayesian Networks," 2011 4th International Conference on Biomedical Engineering and Informatics (BMEI), Oct. 2011, vol. 2, pp. 625-629.

[170] X. Dong, G. Xiong, F.-Y. Wang, T. R. Nyberg, and P. Hamalainen, "Research on the Construction of Artificial Power Systems," 2011 9th World Congress on Intelligent Control and Automation, Jun. 2011, pp. 231-236.

[171] G. Yuan, S. Tang, and F.-Y. Wang, "Reconstructing Car Shape from a Still Image," 2010 IEEE International Conference on Vehicular Electronics and Safety, Jul. 2010, pp. 162-167.

[172] G. Xiong, T. Qin, F.-Y. Wang, L. Hu, and Q. Shi, "Design and Improvement of KPI System for Materials Management in Power Group Enterprise," 2010 IEEE International Conference on Service Operations and Logistics, and Informatics, Jul. 2010, pp. 171-176.

[173] G. Xiong, T. R. Nyberg, and F.-Y. Wang, "Real-Time Manufacturing Integration and Intelligence Solution Applied in Global Process Industry," 2010 IEEE International Conference on Service Operations and Logistics, and Informatics, Jul. 2010, pp. 270-275.

[174] G. Xiong, L. Hu, T. Qin, T. R. Nyberg, F.-Y. Wang, and Q. Shi, "Design and Improvement of the Material Coding Standardization for Power Group Enterprise," 2010 IEEE International Conference on Automation and Logistics, Aug. 2010, pp. 597-602.

[175] G. Xiong, D. Fan, S. Liu, T. R. Nyberg, and F.-Y. Wang, "Mass Customization Manufacturing Solution for Cell Phone Production," 2010 IEEE International Conference on Automation and Logistics, Aug. 2010, pp. 518-523.

[176] F.-Y. Wang and Y. Huang, "A Non-Trial And-Error Method for Phase-Lead and Phase-Lag Compensator Design," in 2001 IEEE International Conference on Systems, Man and Cybernetics. e-Systems and e-Man for Cybernetics in Cyberspace (Cat.No.01CH37236), May 2010, pp. 1654-1660.

[177] P. Su, W. Mao, D. Zeng, and F.-Y. Wang, "Employing Cost-Sensitive Learning in Cultural Modeling," 2010 IEEE International Conference on Service Operations and Logistics, and Informatics, Jul. 2010, pp. 398-403.

[178] Z. Shen, F.-Y. Wang, C.-J. Cheng, and W.-N. Zho, "A Fuzzy Model on How the Management Affects a Worker's State," 2010 IEEE International Conference on Service Operations and Logistics, and Informatics, Jul. 2010, pp. 58-63.

[179] J. Peng, D. Zeng, H. Zhao, and F.-Y. Wang, "Collaborative Filtering in Social Tagging Systems Based on Joint Item-Tag Recommendations," 19th ACM international conference on Information and knowledge management, Oct. 2010, pp. 809-818.

[180] Y. Ou, S. Tang, and F.-Y. Wang, "Computational Experiments for Studying Impacts of Land Use on Traffic Systems," in 13th International IEEE Conference on Intelligent Transportation Systems, Sep. 2010, pp. 1813-1818.

[181] C. Nie, D. Zeng, X. Zheng, F.-Y. Wang, and H. Zhao, "Modeling Open Source Software Bugs with Complex Networks," 2010 IEEE International Conference on Service Operations and Logistics, and Informatics, Jul. 2010, pp. 375-379.

[182] H. Mo, F.-Y. Wang, Z. Xiao, and Q. Chen, "Linguistic Dynamic Systems Based on Type-2 Fuzzy Sets and Their Stabilities," 29th Chinese Control Conference, Jul. 2010, pp. 801-804.

[183] X. Li, W. Mao, D. Zeng, and F.-Y. Wang, "Automatic Construction of Domain Theory for Attack Planning," 2010 IEEE International Conference on Intelligence and Security Informatics, 2010, pp. 65-70.

[184] F. Cui, C. Cheng, F.-Y. Wang, W. Wei, L. Li, and Y. Zou, "Accelerated GPU Computing Technology for Parallel Management Systems," 2010 8th World Congress on Intelligent Control and Automation, Jul. 2010.

[185] C. Cheng, C. Feng, and F.-Y. Wang, "An Investigation of Parallel Management Information System Technology Based on Service-Oriented Architecture," 2010 IEEE International Conference on Service Operations and Logistics, and Informatics, Jul. 2010, pp. 342-345.

[186] J. Zhou, K. Wang, S. Tang, and F.-Y. Wang, "Trajectory Learning and Analysis Based on Kernel Density Estimation," 2009 12th International IEEE Conference on Intelligent Transportation Systems, Oct. 2009, pp. 1-6.

[187] X. Zhang and F.-Y. Wang, "Design and Simulation of the Tire Pressure Sensor Based on the SAW Resonator and the Tire Capacitor Impedance," 2009 IEEE Intelligent Vehicles Symposium, Jun. 2009, pp. 1173-1178.

[188] Y. Wang, D. Zeng, X. Zheng, and F.-Y. Wang, "Propagation of Online News: Dynamic Patterns," 2009 IEEE International Conference on Intelligence and Security Informatics, 2009, pp. 257-259.

[189] P. Su, W. Mao, D. Zeng, X. Li, and F.-Y. Wang, "Handling Class Imbalance Problem in Cultural Modeling," 2009 IEEE International Conference on Intelligence and Security Informatics, 2009, vol. 26, pp. 251-256.

[190] B. Lv, D. Sang, H. He, F.-Y. Wang, and J. He, "Evaluating Neural Interaction in Motor Cortex During Reach-To-Grasp Task from the Spike Train Data," 2009 2nd International Conference on Biomedical Engineering and Informatics, 2009, pp. 1-4.

[191] X. Li, W. Mao, D. Zeng, P. Su, and F.-Y. Wang, "Performance Evaluation of Classification Methods in Cultural Modeling," 2009 IEEE International Conference on Intelligence and Security Informatics, 2009, pp. 248-250.

[192] Z. Zhu, G.-Q. Wu, X. Wu, X.-G. Hu, and F.-Y. Wang, "Automatic Recognition of News Web Pages," Intelligence and Security Informatics, Berlin, Heidelberg, 2008, pp. 496-501.

[193] X. Zheng, D. Zeng, A. Sun, Y. Luo, Q. Wang, and F.-Y. Wang, "Network-Based Analysis of Beijing SARS Data," International Workshop on Biosurveillance and Biosecurity, Berlin, Heidelberg, 2008, pp. 64-73.

[194] X. Zhang and F.-Y. Wang, "Key Technologies of Passive Wireless Sensor Networks Based on Surface Acoustic Wave Resonators," 2008 IEEE International Conference on Networking, Sensing and Control, Apr. 2008, pp. 1253-1258.

[195] C. Zhang, D. Zeng, Q. Xu, X. Xin, W. Mao, and F.-Y. Wang, "Polarity Classification of Public Health Opinions in Chinese," Intelligence and Security Informatics, Berlin, Heidelberg, 2008, pp. 449-454.

[196] D. Zeng, D. Wei, M. Chau, and F.-Y. Wang, "Chinese Word Segmentation for Terrorism-Related Contents," Intelligence and Security Informatics, Berlin, Heidelberg, 2008, pp. 1-13.

[197] Q. Yao, H. Gao, B. Liu, and F.-Y. Wang, "MODEL: Moving Object Detection and Localization in Wireless Networks Based on Small-Scale Fading," 6th ACM conference on Embedded network sensor systems, Nov. 2008, vol. 23, pp. 451-452.

[198] F. Xie, X. Wu, X.-G. Hu, and F.-Y. Wang, "Keyphrase Extraction from Chinese News Web Pages Based on Semantic Relations," Intelligence and Security Informatics, Berlin, Heidelberg, 2008, pp. 490-495.

[199] F.-Y. Wang, "Social Computing: Fundamentals and Applications," 2008 IEEE International Conference on Intelligence and Security Informatics, Jun. 2008.

[200] F.-Y. Wang, "Linguistic Dynamic Systems for Computing with Words and Granular Computing," Rough Sets and Knowledge Technology, Berlin, Heidelberg, 2008, pp. 18-18.

[201] B. Liu, F.-Y. Wang, Q. Yao, and H. Gao, "Closing the Control Loop in Intelligent Spaces Systems: Control Over Wireless Networks with a Packet Loss Perspective," 2008 IEEE/ASME International Conference on Mechtronic and Embedded Systems and Applications, Oct. 2008, pp. 186-191.

[202] X. Li, D. Zeng, W. Mao, and F.-Y. Wang, "Online Communities: A Social Computing Perspective," Intelligence and Security Informatics, Berlin, Heidelberg, 2008, pp. 355-365.

[203] X. Li, W. Mao, D. Zeng, and F.-Y. Wang, "Agent-Based Social Simulation and Modeling in Social Computing," Intelligence and Security Informatics, Berlin, Heidelberg, 2008, pp. 401-412.

[204] J. Li, S. Tang, and F.-Y. Wang, "An Investigation on ATS from the Perspective of Complex Systems," 2008 11th International IEEE Conference on Intelligent Transportation Systems, Oct. 2008, pp. 20-24.

[205] C.-L. A. Hsieh, J. Zhan, D. Zeng, and F.-Y. Wang, "Preserving Privacy in Joining Recommender Systems," 2008 International Conference on Information Security and Assurance (ISA 2008), Apr. 2008, pp. 561-566.

[206] W. Zhu and F.-Y. Wang, "Topological Properties in Covering-Based Rough Sets," Fourth International Conference on Fuzzy Systems and Knowledge Discovery (FSKD 2007), 2007, vol. 1, pp. 289-293.

[207] W. Zhu and F.-Y. Wang, "Properties of the Third Type of Covering-Based Rough Sets," 2007 International Conference on Machine Learning and Cybernetics, 2007, vol. 7, pp. 3746-3751.

[208] L. Zhao and F.-Y. Wang, "The Design of Self-Organizing Fuzzy Neural Networks Based on Ga-Epso and MBP," 2007 IEEE International Conference on Systems, Man and Cybernetics, 2007, pp. 1618-1623.

[209] L. Zhao and F.-Y. Wang, "Short-Term Traffic Flow Prediction Based on Ratio-Median Lengths of Intervals Two-Factors High-Order Fuzzy Time Series," 2007 IEEE International Conference on Vehicular Electronics and Safety, Dec. 2007, pp. 1-7.

[210] L. Zhao and F.-Y. Wang, "Short-Term Fuzzy Traffic Flow Prediction Using Self-Organizing Tsk-Type Fuzzy Neural Network," 2007 IEEE International Conference on Vehicular Electronics and Safety, Dec. 2007, pp. 1-6.

[211] L. Zhao and F.-Y. Wang, "Design for Self-Organizing Fuzzy Neural Networks Using a Novel Hybrid Learning Algorithm," 2007 IEEE Congress on Evolutionary Computation, Sep. 2007, pp. 2972-2979.

[212] L. Zhao and F.-Y. Wang, "Design for Recurrent Fuzzy Neural Networks Using Msc-Mfs and Pso-Mbp," 2007 IEEE International Conference on Systems, Man and Cybernetics, 2007, pp. 1602-1607.

[213] D. Zeng, L. Zhang, D. Wei, and F.-Y. Wang, "A Web Portal for Terrorism Activities in China," Intelligence and Security Informatics, Berlin, Heidelberg, 2007, pp. 307-308.

[214] Q. Yao, F.-Y. Wang, H. Gao, K. Wang, and H. Zhao, "Location Estimation in ZigBee Network Based on Fingerprinting," 2007 IEEE International Conference on Vehicular Electronics and Safety, Dec. 2007.

[215] C. X. Wei, X. B. Cao, Y. W. Xu, H. Qiao, and F.-Y. Wang, "The Treelike Assembly Classifier for Pedestrian Detection," in Pacific-Asia Workshop on Intelligence and Security Informatics, Berlin, Heidelberg, 2007, pp. 232-237.

[216] K. Wang, Q. Yao, X. Qiao, S. Tang, and F.-Y. Wang, "Moving Object Refining in Traffic Monitoring Applications," 2007 IEEE Intelligent Transportation Systems Conference, Sep. 2007, pp. 540-545.

[217] K. Wang, Z. Li, Q. Yao, W. Huang, and F.-Y. Wang, "An Automated Vehicle Counting System for Traffic Surveillance," 2007 IEEE International Conference on Vehicular Electronics and Safety, Dec. 2007, pp. 1-6.

[218] K. Wang, H. Huang, Y. Li, and F.-Y. Wang, "Research on Lane-Marking Line Based Camera Calibration," 2007 IEEE International Conference on Vehicular Electronics and Safety, Dec. 2007, pp. 1-6.

[219] Y. Sun, W.-L. Huang, S.-M. Tang, X. Qiao, and F.-Y. Wang, "Design of an OSEK/VDX and Osgi-Based Embedded Software Platform for Vehicular Applications," 2007 IEEE International Conference on Vehicular Electronics and Safety, Dec. 2007.

[220] X. Qiao, Z. Wang, Y. Sun, F. He, and F.-Y. Wang, "A CAN and OSEK NM Based Siren for Automobiles," 2007 IEEE International Conference on Networking, Sensing and Control, 2007, pp. 868-873.

[221] X. Qiao, K.-F.-Y. Wang, Y. Sun, W.-L. Huang, and F.-Y. Wang, "A Genetic Algorithms Based Optimization for TTCAN," 2007 IEEE International Conference on Vehicular Electronics and Safety, Dec. 2007.

[222] W. Mao, D. Zeng, L. Zhang, D. Wei, and F.-Y. Wang, "Social Modeling and Reasoning for Security Informatics," Pacific-Asia Workshop on Intelligence and Security Informatics, Berlin, Heidelberg, 2007, pp. 321-322.

[223] B. Liu, F.-Y. Wang, J. Geng, Q. Yao, H. Gao, and B. Zhang, "Intelligent Spaces: An Overview," 2007 IEEE International Conference on Vehicular Electronics and Safety, Dec. 2007, pp. 1-6.

[224] Z. Li, F. He, Q. Yao, and F.-Y. Wang, "Signal Controller Design for Agent-Based Traffic Control System," 2007 IEEE International Conference on Networking, Sensing and Control, 2007, pp. 199-204.

[225] Y. Li, F. Zhu, Y. Ai, and F.-Y. Wang, "On Automatic and Dynamic Camera Calibration Based on Traffic Visual Surveillance," 2007 IEEE Intelligent Vehicles Symposium, Jun. 2007, pp. 358-363.

[226] L. Li, F.-Y. Wang, and Y. Zhang, "Cooperative Driving at Lane Closures," 2007 IEEE Intelligent Vehicles Symposium, Jun. 2007, pp. 1156-1161.

[227] J. Li, S. Tang, X. Wang, and F.-Y. Wang, "A Software Architecture for Artificial Transportation Systems-Principles and Framework," 2007 IEEE Intelligent Transportation Systems Conference, Sep. 2007, pp. 229-234.

[228]  C. Collberg, J. Nagra, and F.-Y. Wang, "Surreptitious Software: Models from Biology and History," International Conference on Mathematical Methods, Models, and Architectures for Computer Network Security, Berlin, Heidelberg, 2007, pp. 1-21.

[229] W. Zhu and F.-Y. Wang, "Relationships Among Three Types of Covering Rough Sets," 2006 IEEE International Conference on Granular Computing, 2006, pp. 43-48.

[230] W. Zhu and F.-Y. Wang, "Properties of the First Type of Covering-Based Rough Sets," Sixth IEEE International Conference on Data Mining- Workshops (ICDMW’06), 2006, pp. 407-411.

[231] W. Zhu and F.-Y. Wang, "Covering Based Granular Computing for Conflict Analysis," Intelligence and Security Informatics, Berlin, Heidelberg, 2006, pp. 566-571.

[232] W. Zhu and F.-Y. Wang, "Binary Relation Based Rough Sets," Fuzzy Systems and Knowledge Discovery, Berlin, Heidelberg, 2006, pp. 276-285.

[233] W. Zhu and F.-Y. Wang, "Axiomatic Systems of Generalized Rough Sets," Rough Sets and Knowledge Technology, Berlin, Heidelberg, 2006, pp. 216-221.

[234] W. Zhu and F.-Y. Wang, "A New Type of Covering Rough Set," 2006 3rd International IEEE Conference Intelligent Systems, Sep. 2006, pp. 444-449.

[235] W. Zhu, C. Thomborson, and F.-Y. Wang, "Obfuscate Arrays by Homomorphic Functions," 2006 IEEE International Conference on Granular Computing, 2006, pp. 770-773.

[236] W. Zhu, C. Thomborson, and F.-Y. Wang, "Applications of Homomorphic Functions to Software Obfuscation," Intelligence and Security Informatics, Berlin, Heidelberg, 2006, pp. 152-153.

[237] F. Zhu, Z. Wang, F.-Y. Wang, and S. Tang, "Modeling Interactions in Artificial Transportation Systems Using Petri Net," 2006 IEEE Intelligent Transportation Systems Conference, 2006, pp. 1131-1136.

[238] Y. W. Xu, X. B. Cao, H. Qiao, and F.-Y. Wang, "A Cascaded Classifier for Pedestrian Detection," 2006 IEEE Intelligent Vehicles Symposium, Jun. 2006, pp. 336-343.

[239] Y. W. Xu, X. B. Cao, H. Qiao, and F.-Y. Wang, "Fast Pedestrian Detection Using Color Information," Intelligence and Security Informatics, Berlin, Heidelberg, 2006, pp. 627-632.

[240] J. Xu, W.-S. Yu, and F.-Y. Wang, "Ramp Metering Based on Adaptive Critic Designs," 2006 IEEE Intelligent Transportation Systems Conference, 2006, pp. 1531-1536.

[241] K. Wang, Z. Li, Y. Sun, X. Qiao, and F.-Y. Wang, "An Embedded System for Vision-Based Driving Environment Perception," 2006 2nd IEEE/ASME International Conference on Mechatronics and Embedded Systems and Applications, Aug. 2006, pp. 1-5.

[242] J. Wang, F.-Y. Wang, and D. D. Zeng, "Rule+exception Learning-Based Class Specification and Labeling in Intelligence and Security Analysis," International Workshop on Intelligence and Security Informatics, Berlin, Heidelberg, 2006, pp. 181-182.

[243] F.-Y. Wang, "A Computational Framework for Decision Analysis and Support in ISI: Artificial Societies, Computational Experiments, and Parallel Systems," Intelligence and Security Informatics, Berlin, Heidelberg, 2006, pp. 183-184.

[244] S. Tang, F.-Y. Wang, G. Wang, X. Jia, and F. Liu, "Development and Research of Intelligent Transportation Systems in China’s Tenth Five-Year Plan," 2006 IEEE Intelligent Transportation Systems Conference, 2006, pp. 377-382.

[245] Q. Miao, Z. Wang, F.-Y. Wang, S. Tang, and F. He, "An Implementation of Artificial Transportation Systems Based on JXTA," 2006 IEEE International Conference on Vehicular Electronics and Safety, Dec. 2006, pp. 93-97.

[246] Z. Li, K. Wang, L. Li, and F.-Y. Wang, "A Review on Vision-Based Pedestrian Detection for Intelligent Vehicles," 2006 IEEE International Conference on Vehicular Electronics and Safety, Dec. 2006, pp. 57-62.

[247] Z. Li, F.-Y. Wang, Q. Miao, and F. He, "An Urban Traffic Control System Based on Mobile Multi-Agents," 2006 IEEE International Conference on Vehicular Electronics and Safety, Dec. 2006, pp. 103-108.

[248] Y. Li, H. He, B. Xiao, C. Wang, and F.-Y. Wang, "CWME: A Framework of Group Support System for Emergency Responses," Intelligence and Security Informatics, Berlin, Heidelberg, 2006, pp. 706-707.

[249] J. Wang, F.-Y. Wang and D.-D. Zeng, "Rule + Exception Learning-Based Class Specification and Labeling in Intelligence and Security Analysis," Intelligence and Security Informatics, Berlin, Heidelberg, 2006, pp. 181-182.

[250] L. Li and F.-Y. Wang, "Approximate Vehicle Waiting Time Estimation Using Adaptive Video-Based Vehicle Tracking," Advances in Machine Vision, Image Processing, and Pattern Analysis, Berlin, Heidelberg, 2006, pp. 105-114.

[251] F. He, F.-Y. Wang, and S. Tang, "An Agent-Based Controller for Vehicular Automation," 2006 IEEE Intelligent Transportation Systems Conference, 2006, pp. 771-776.

[252] F. He, Q. Miao, Y. Li, F.-Y. Wang, and S. Tang, "Modeling and Analysis of Artificial Transportation System Based on Multi-Agent Technology," 2006 IEEE Intelligent Transportation Systems Conference, 2006, pp. 1120-1124.

[253] L. Cui, J. Zhang, L. Gao, and F.-Y. Wang, "A Robust Controller of a Flexible Manipulator Using Genetic Algorithm," 2006 9th International Conference on Control, Automation, Robotics and Vision, Dec. 2006, pp. 1-4.

[254] D. Chen, X.B. Cao, Y.W. Xu, H. Qiao, and F.-Y. Wang, "A Svm-Based Classifier with Shape and Motion Features for a Pedestrian Detection System," Intelligence and Security Informatics, Jun. 2006, pp. 307-308.

[255] D. Chen, X. B. Cao, H. Qiao, and F.-Y. Wang, "A Multiclass Classifier to Detect Pedestrians and Acquire Their Moving Styles," Intelligence and Security Informatics, Berlin, Heidelberg, 2006, pp. 758-759.

[256] W. Zhu, C. Thomborson, and F.-Y. Wang, "A Survey of Software Watermarking," Intelligence and Security Informatics, Berlin, Heidelberg, 2005, pp. 454-458.

[257] Q. Zhou, F.-Y. Wang, and L. Li, "Robust Sliding Mode Control of 4WS Vehicles for Automatic Path Tracking," IEEE Proceedings. Intelligent Vehicles Symposium, 2005., 2005, pp. 819-826.

[258] X. Zhang, Z. Wang, W. Li, D. He, and F.-Y. Wang, "A Fuzzy Logic Controller for an Intelligent Tires System," IEEE Proceedings. Intelligent Vehicles Symposium, 2005., 2005, pp. 875-881.

[259] H. Zhang and F.-Y. Wang, "A Scheduling Algorithm of Time-Triggered Period Tasks for Distributed Embedded System," ASME/IEEE Conference on Mechatronic and Embedded Systems and Applications, 2005.

[260] H. Zhang and F.-Y. Wang, "A Review of Petri Net Based Modeling and Verification for Embedded Real-Time Systems," ASME 2005 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, 2005.

[261] X. Gong, H. Gao, and F.-Y. Wang, "Global Monitoring and Security Assistance Based on Next Generation Internet for Public and Transportation Safety Enhancement," Proceedings. 2005 IEEE Intelligent Transportation Systems, 2005, pp. 1125-1129.

[262] F.-Y. Wang and S. Tang, "A Framework for Artificial Transportation Systems: From Computer Simulations to Computational Experiments," Proceedings. 2005 IEEE Intelligent Transportation Systems, 2005, pp. 1130-1134.

[263] F.-Y. Wang, "Agent-Based Control Strategies for Smart and Safe Vehicles," IEEE International Conference on Vehicular Electronics and Safety, 2005, pp. 331-332.

[264] Q. Tao, G.-W. Wu, F.-Y. Wang, and J. Wang, "Some Marginal Learning Algorithms for Unsupervised Problems," International Conference on Intelligence and Security Informatics, Berlin, Heidelberg, 2005, pp. 395-401.

[265] Y. Sun and F.-Y. Wang, "A Design Architecture for Osek/Vdx-Based Vehicular Application Specific Embedded Operating Systems," IEEE Proceedings. Intelligent Vehicles Symposium, 2005, pp. 882-887.

[266] H. Qiao, F.-Y. Wang, and X. Cao, "Application of a Decomposed Support Vector Machine Algorithm in Pedestrian Detection from a Moving Vehicle," Intelligence and Security Informatics, Berlin, Heidelberg, 2005, pp. 662-663.

[267] Y. Lin and F.-Y. Wang, "Predicting Chaotic Time Series Using Adaptive Wavelet-Fuzzy Inference System," IEEE Proceedings. Intelligent Vehicles Symposium, 2005, pp. 888-893.

[268] Y. Lin and F.-Y. Wang, "Modular Structure of Fuzzy System Modeling Using Wavelet Networks," Proceedings. 2005 IEEE Networking, Sensing and Control, 2005.

[269] Y. Li, F.-Y. Wang, F. He, and Z. Li, "Osgi-Based Service Gateway Architecture for Intelligent Automobiles," IEEE Proceedings. Intelligent Vehicles Symposium, 2005, pp. 861-865.

[270] W. Li, R. Li, D. He, and F.-Y. Wang, "Intelligent Traffic Signal System Based on Networked Control," Proceedings. 2005 IEEE Networking, Sensing and Control, 2005, pp. 587-591.

[271] L. Li, F.-Y. Wang, and Q. Zhou, "An LMI Approach to Robust Vehicle Steering Controller Design," Proceedings. 2005 IEEE Intelligent Transportation Systems, 2005, pp. 90-95.

[272] L. Li, F.-Y. Wang, and Q. Zhou, "A Watch in Developments of Intelligent Tire Inspection and Monitoring," IEEE International Conference on Vehicular Electronics and Safety, 2005, pp. 333-338.

[273] L. Li, F.-Y. Wang, and Q. Zhou, "A Robust Observer Designed for Vehicle Lateral Motion Estimation," IEEE Proceedings. Intelligent Vehicles Symposium, 2005, pp. 417-422.

[274] L. Li and F.-Y. Wang, "Cooperative Driving at Adjacent Blind Intersections," 2005 IEEE International Conference on Systems, Man and Cybernetics, 2005, pp. 847-852.

[275] L. Li, G. Lai, and Wang F.-Y., "Safe Steering Speed Estimation and Optimal Trajectory Planning for Intelligent Vehicles," Proceedings. 2005 IEEE Networking, Sensing and Control, 2005.

[276] L. Li, F.-Y. Wang, and H. Kim, "Cooperative Driving and Lane Changing at Blind Crossings," IEEE Proceedings. Intelligent Vehicles Symposium, 2005, pp. 435-440.

[277] G. Lai and F.-Y. Wang, "Toward an ITS Specific Knowledge Engine," Intelligence and Security Informatics, Berlin, Heidelberg, 2005, pp. 625-626.

[278] D.-Z. He, F.-Y. Wang, and W. Li, "Dynamic Preemption Threshold Scheduling for Specific Real-Time Control Systems," Proceedings. 2005 IEEE Networking, Sensing and Control, 2005, pp. 395-400.

[279] X. Chen, J. Tian, Q. Su, X. Yang, and F.-Y. Wang, "A Secured Mobile Phone Based on Embedded Fingerprint Recognition Systems," Intelligence and Security Informatics, Berlin, Heidelberg, 2005, pp. 549-553.

[280] X. Cao, H. Qiao, F.-Y. Wang, and X. Zhang, "Application of Cooperative Co-Evolution in Pedestrian Detection Systems," Intelligence and Security Informatics, Berlin, Heidelberg, 2005, pp. 664-665.

[281] Q. Zhou and F.-Y. Wang, "Driver Assisted Fuzzy Control of Yaw Dynamics for 4WD Vehicles," IEEE Intelligent Vehicles Symposium, 2004, Jun. 2004, pp. 425-430.

[282] X. Zhang, Z. Wang, L. Gai, Y. Ai, and F.-Y. Wang, "Design Considerations on Intelligent Tires Utilizing Wireless Passive Surface Acoustic Wave Sensors," Fifth World Congress on Intelligent Control and Automation, vol. 4, pp. 3696-3700.

[283] X. Zhang, F.-Y. Wang, Z. Wang, W. Li, and D. He, "Intelligent Tires Based on Wireless Passive Surface Acoustic Wave Sensors," Proceedings. The 7th International IEEE Conference on Intelligent Transportation Systems (IEEE Cat. No.04TH8749), 2004, pp. 960-964.

[284] F.-Y. Wang, G. Lai, and S. Tang, "An Application Specific Knowledge Engine for Researches in Intelligent Transportation Systems," Proceedings. The 7th International IEEE Conference on Intelligent Transportation Systems (IEEE Cat. No.04TH8749), 2004, pp. 841-846.

[285] D.-Z. He, F.-Y. Wang, W. Li, and X. Zhang, "Hybrid Earliest Deadline First/preemption Threshold Scheduling for Real-Time Systems," 2004 International Conference on Machine Learning and Cybernetics (IEEE Cat. No.04EX826), Aug. 2004, vol. 1, pp. 433-438 vol.1.

[286] L. Zhu and F.-Y. Wang, "Component-Based Constructing Approach for Application Specific Embedded Operating Systems," 2003 IEEE International Conference on Intelligent Transportation Systems, 2003, vol. 2, pp. 1338-1343 vol.2.

[287] D. D. Zeng, F.-Y. Wang, and S. Ram, "Storage Allocation in Web Prefetching Techniques," 4th ACM conference on Electronic commerce, New York, NY, USA, Jun. 2003, pp. 264-265.

[288] F.-Y. Wang, X. Wang, L. Li, P. Mirchandani, and Z. Wang, "Digital and Construction of a Digital Vehicle Proving Ground," IEEE IV2003 Intelligent Vehicles Symposium. Proceedings (Cat. No.03TH8683), Jun. 2003, pp. 533-536.

[289] F.-Y. Wang and C.-H. Wang, "Agent-Based Control Systems for Operation and Management of Intelligent Network-Enabled Devices," SMC'03 Conference Proceedings. 2003 IEEE International Conference on Systems, Man and Cybernetics. Conference Theme- System Security and Assurance (Cat. No.03CH37483), 2003, pp. 5028-5033.

[290] F.-Y. Wang, G. Lai, and P. Mirchandani, "Deployment of Digital Vehicle/highway Technology for Safety Enhancement," IEEE IV2003 Intelligent Vehicles Symposium. Proceedings (Cat. No.03TH8683), Jun. 2003, pp. 204-207.

[291] F.-Y. Wang, G. Lai, F. Wu, J. Goldberg, A. T. Bahill, and G. H. Gao, "Distance Learning of Engineering Courses with Web-Based Real Experimental Experience," 2003 American Society for Engineering Education Annual Conference & Exposition, 2003, pp. 8063-8073.

[292] S. Tang and F.-Y. Wang, "A New Measure for Evaluating Level of Service for Traffic Operational Systems," 2003 IEEE International Conference on Intelligent Transportation Systems, 2003, vol. 1, pp. 130-135.

[293] G. Qin, A. Ge, and F.-Y. Wang, "On-Board Fault Diagnosis System of Automated Manual Transmission Control System," 2003 IEEE International Conference on Intelligent Transportation Systems, 2003, vol. 2, pp. 932-937.

[294] L. Li, F.-Y. Wang, Q. Zhou, and G. Shan, "Automatic Tire Pressure Fault Monitor Using Wavelet-Based Probability Density Estimation," IEEE IV2003 Intelligent Vehicles Symposium. Proceedings (Cat. No.03TH8683), 2003, pp. 80-84.

[295] L. Li and F.-Y. Wang, "An Integrated Design Framework for Driver/Passenger-Oriented Trajectory Planning," 2003 IEEE International Conference on Intelligent Transportation Systems, 2003, vol. 2, pp. 1764-1769.

[296] L. Li, F.-Y. Wang, G. Lai, and F. Wu, "Online Autonomous Guidance System for Remote Experiments in Control Engineering," SMC'03 Conference Proceedings. 2003 IEEE International Conference on Systems, Man and Cybernetics. Conference Theme- System Security and Assurance (Cat. No.03CH37483), 2003, vol. 3, pp. 2444-2449.

[297] L. Li and F.-Y. Wang, "Parking Guidance System for Front Wheel Steering Vehicles Using Trajectory Generation," 2003 IEEE International Conference on Intelligent Transportation Systems, 2003, vol. 2, pp. 1770-1775.

[298] G. Lai and F.-Y. Wang, "A New Safety Warning System Based on Implementation of Digital Vehicle/highway Technology," 2003 IEEE International Conference on Intelligent Transportation Systems, 2003, vol. 2, pp. 1776-1779.

[299] M. Gao, M. C. Zhou, and F.-Y. Wang, "Improvement of Product Sustainability," 2003 IEEE International Conference on Robotics and Automation (Cat. No.03CH37422), 2003, pp. 3548-3553.

[300] D. Chen, J. Zhang, J. Wang, and F.-Y. Wang, "Freeway Traffic Stream Modeling Based on Principal Curves," 2003 IEEE International Conference on Intelligent Transportation Systems, Oct. 2003, vol. 1, pp. 368-372.

[301] L. Xiao-Ming and F.-Y. Wang, "Study of City Area Traffic Coordination Control on the Basis of Agent," The IEEE 5th International Conference on Intelligent Transportation Systems, Sep. 2002, pp. 758-761.

[302] Q. Wu and F.-Y. Wang, "The Open Distributed Intelligent Management System Architecture and Prototype for Internet Connected Homes," IEEE International Symposium on Intelligent Control, Oct. 2002, pp. 415-420.

[303] F.-Y. Wang and T. Yang, "On Linguistic Analysis of Numerical Dynamic Systems," IEEE International Symposium on Intelligent Control, 2002.

[304] F.-Y. Wang and T. Yang, "From Conventional Dynamic Systems to Linguistic Dynamic Systems," IEEE International Conference on Systems, Man and Cybernetics, 2002, p. 6.

[305] S. Tang, X. Gong, and F.-Y. Wang, "Traffic Incident Detection Algorithm Based on Non-Parameter Regression," The IEEE 5th International Conference on Intelligent Transportation Systems, Sep. 2002, pp. 714-719.

[306] L. Li and F.-Y. Wang, "The Automated Lane-Changing Model of Intelligent Vehicle Highway Systems," The IEEE 5th International Conference on Intelligent Transportation Systems, Sep. 2002, pp. 216-218.

[307] L. Li, H. Gao, R. Liu, and F.-Y. Wang, "Control Signal Coordination of Two Adjacent Traffic Intersections," IEEE International Conference on Systems, Man and Cybernetics, 2002, p. 6.

[308] L. Li and F.-Y. Wang, "Vehicle Trajectory Generation for Optimal Driving Guidance," The IEEE 5th International Conference on Intelligent Transportation Systems, Sep. 2002, pp. 231-235.

[309] X. Gong and F.-Y. Wang, "Three Improvements on KNN-NPR for Traffic Flow Forecasting," The IEEE 5th International Conference on Intelligent Transportation Systems, Sep. 2002, pp. 736-740.

[310] H. Gao, L. Li, R. Liu, and F.-Y. Wang, "Changeable Phases Signal Control of an Isolated Intersection," IEEE International Conference on Systems, Man and Cybernetics, Oct. 2002, vol. 5, pp. 4-7.

[311] Q. Wu, F.-Y. Wang, and Y. Lin, "A Mobile-Agent Based Distributed Intelligent Control System Architecture for Home Automation," 2001 IEEE International Conference on Systems, Man and Cybernetics. e-Systems and e-Man for Cybernetics in Cyberspace (Cat.No.01CH37236), 2001, pp. 1599-1605.

[312] S. A. Nobe and F.-Y. Wang, "An Overview of Recent Developments in Automated Lateral and Longitudinal Vehicle Controls," 2001 IEEE International Conference on Systems, Man and Cybernetics. e-Systems and e-Man for Cybernetics in Cyberspace (Cat.No.01CH37236), 2001, vol. 5, pp. 3447-3452.

[313] X. Liu, D. Chen, X. Gong, S. Tang, W. Xu, F. Wu, and F.-Y. Wang, "Study on the Loop Control Structure of Traffic Flow Based on Self-Organization Theory," 2001 IEEE International Conference on Systems, Man and Cybernetics. e-Systems and e-Man for Cybernetics in Cyberspace (Cat.No.01CH37236), 2001, vol. 2, pp. 1377-1383.

[314] J. Li and F.-Y. Wang, "An Adaptive Algorithm for Processing Both Periodic and Aperiodic Messages in Intelligent Home Gateway," 2001 IEEE International Conference on Systems, Man and Cybernetics. e-Systems and e-Man for Cybernetics in Cyberspace (Cat.No.01CH37236), 2001, pp. 3479-3482.

[315] M. Liu, F.-Y. Wang, D. Zeng, and L. Yang, "An Overview of World Wide Web Caching," 2001 IEEE International Conference on Systems, Man and Cybernetics. e-Systems and e-Man for Cybernetics in Cyberspace (Cat.No.01CH37236), 2001, pp. 3045-3050.

[316] J. Li, Z. X. Wang, D. Zeng, and F.-Y. Wang, "Combined Coherence and Prefetching Mechanisms for Effective Web Caching," 2001 IEEE International Conference on Systems, Man and Cybernetics. e-Systems and e-Man for Cybernetics in Cyberspace (Cat.No.01CH37236), 2001, pp. 3034-3038.

[317] G. Lai, M. Liu, F.-Y. Wang, and D. Zeng, "Web Caching: Architectures and Performance Evaluation Survey," 2001 IEEE International Conference on Systems, Man and Cybernetics. e-Systems and e-Man for Cybernetics in Cyberspace (Cat.No.01CH37236), 2001, pp. 3039-3044.

[318] X. Gong, D. Chen, X. Liu, S. Tang, and F.-Y. Wang, "Initial Investigation on Traffic Flow Characteristics of Beijing No.3 Loop Highway," 2001 IEEE International Conference on Systems, Man and Cybernetics. e-Systems and e-Man for Cybernetics in Cyberspace (Cat.No.01CH37236), 2001, vol. 4, pp. 2511-2515.

[319] M. Fu, C. Yeo, Y. Lin, and F.-Y. Wang, "WAVES: Towards Real-Time Laboratory Experiments in Cyberspace," 2001 IEEE International Conference on Systems, Man and Cybernetics. e-Systems and e-Man for Cybernetics in Cyberspace (Cat.No.01CH37236), 2001, pp. 3470-3474.

[320] F.-Y. Wang, Y. Lin, Q. Wu, P. M. Fu, and C. Yeo, "Architecture and Implementation of Intelligent Control Systems for Smart Consumer Appliances via Internet," SMC 2000 Conference Proceedings. 2000 IEEE International Conference on Systems, Man and Cybernetics. "Cybernetics Evolving to Systems, Humans, Organizations, and Their Complex Interactions" (Cat. No.00CH37166), 2000, pp. 599-602.

[321] P. Zhou, F.-Y. Wang, and P. J. A. Lever, "Concurrent Optimization of Structure and Controller of Flexible Robotic Arms," Computers and their applications (CATA-99), Proceedings of the ISCA 14th international conference, Cancun, Mexico, 1999, pp. 326-329.

[322] J. Xiao, F.-Y. Wang, and W. N. Chen, "Optimization of Mass and Rigidity Distributions for Flexible Manipulators," in Computers and their applications (CATA-99), Proceedings of the ISCA 14th international conference, Cancun, Mexico, 1999, pp. 322-325.

[323] P. X. Zhou, M. S. Williams, and F.-Y. Wang, "On the Closed-Loop Design of Flexible Robotic Links," 1996 IEEE International Conference on Systems, Man and Cybernetics. Information Intelligence and Systems (Cat. No.96CH35929), 1996.

[324] X. Zhang, Z. Wang, L. Gai, Y. Ai, F.-Y. Wang, F.-Y. Wang, P. Zhou, and P. Lever, "Dynamic Effects of Rotatory Inertia and Shear Deformation on Flexible Manipulators," 1996 IEEE International Conference on Systems, Man and Cybernetics. Information Intelligence and Systems (Cat. No.96CH35929), Oct. 1996, pp. 2315-2320.

[325] F.-Y. Wang and H. Zhang, "A Computational Approach for Linguistic Systems and Its Application to Hybrid Control Systems," 1996 IEEE International Conference on Systems, Man and Cybernetics. Information Intelligence and Systems (Cat. No.96CH35929), 1996.

[326] X. Shi, P. J. A. Lever, and F.-Y. Wang, "Experimental Robotic Excavation with Fuzzy Logic and Neural Networks," IEEE International Conference on Robotics and Automation, 1996, pp. 957-962.

[327] Z. Shan, H. Kim, and F.-Y. Wang, "Plant Identification and Performance Optimization for Neuro-Fuzzy Networks," 1996 IEEE International Conference on Systems, Man and Cybernetics. Information Intelligence and Systems (Cat. No.96CH35929), 1996.

[328] F.-Y. Wang and J. L. Russell, "A New Approach to Optimum Flexible Link Design," IEEE International Conference on Robotics and Automation, 1995, pp. 931-936.

[329] X. Shi, F.-Y. Wang, and P. J. A. Lever, "Task and Behavior Formulations for Robotic Rock Excavation," Tenth International Symposium on Intelligent Control, Aug. 1995, pp. 248-253.

[330] P. J. A. Lever, F.-Y. Wang, X. Shi, and D. Chen, "A Fuzzy-Behavior-Based Approach for Controlling Mining Excavator Bucket/rock Interactions," IEEE Industry Applications Society Annual Meeting, 1994.

[331] P. J. A. Lever, F.-Y. Wang, and D. Chen, "A Fuzzy Control System for an Automated Mining Excavator," IEEE International Conference on Robotics and Automation, 1994, pp. 3284-3289.

[332] H.-M. Kim and F.-Y. Wang, "Design of Adaptive Neuro-Fuzzy Controllers," IEEE International Conference on Systems, Man and Cybernetics, Oct. 1994, vol. 2, pp. 1809-1814.

[333] F.-Y. Wang and P. J. A. Lever, "On-Line Trajectory Planning for Autonomous Robotic Excavation Based on Force/torque Sensor Measurements," IEEE International Conference on MFI '94. Multisensor Fusion and Integration for Intelligent Systems, Oct. 1994, pp. 371-378.

[334] F.-Y. Wang and J. L. Russell, "Minimum-Weight Robot Arm for a Specified Fundamental Frequency," 1993 IEEE international conference on robotics and automation, Atlanta, Georgia, USA, May 1993, 1993, pp. 490-495.

[335] F.-Y. Wang and B. Pu, "Planning Time-Optimal Trajectory for Coordinated Robot Arms," IEEE International Conference on Robotics and Automation, 1993, pp. 245-250.

[336] F.-Y. Wang, "Finding the Maximum Bandwidth of a Flexible Arm," 32nd IEEE Conference on Decision and Control, Dec. 1993, pp. 619-620 vol.1.

[337] C. Askew, M. K. Sundareshan, and F.-Y. Wang, "A Neural Network Pattern Classification Approach for Payload Adaptive Regulation of Flexible Manipulators," 1993 American Control Conference, Jun. 1993.

[338] F.-Y. Wang and G. N. Saridis, "Suboptimal Control for Nonlinear Stochastic Systems," 31st IEEE Conference on Decision and Control, 1992.

[339] F.-Y. Wang and Jeffrey L. Russell, "Optimum Shape Construction of Flexible Manipulators with Tip Loads," 31st IEEE Conference on Decision and Control, 1992.

[340] F.-Y. Wang and Bing Pu, "Time-Optimal Trajectory Generation for Coordinated Robotic Manipulators Using Cell-To-Cell Mapping Method," SPIE Proceedings, Mar. 1992, vol. 1612, pp. 115-122.

[341] F.-Y. Wang and Michael Mittmann, "Coordination Specification for a Robotic Platform System," IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 1992, Raleigh, NC, USA, 1992, pp. 79-86.

[342] F.-Y. Wang, O. Kwan, and T.-Y. Yi, "Dynamic Modeling of Rotating Flexible Platforms," 31st IEEE Conference on Decision and Control, Dec. 1992, pp. 1315-1316.

[343] F.-Y. Wang, "Supervisory Control for Concurrent Discrete Event Dynamic Systems Based on Petri Nets," 31st IEEE Conference on Decision and Control, 1992, pp. 1196-1197 vol.1.

[344] F.-Y. Wang, "A Modified Reachability Tree for Petri Nets," 1991 IEEE International Conference on Systems, Man, and Cybernetics, 1991.

[345] F.-Y. Wang and G. N. Saridis, "Coordination Structures for Specification of Integration in Intelligent Machines," IEEE International Conference on Robotics and Automation, 1991, pp. 2690-2695.

[346] F.-Y. Wang, H. Jungnitz, and K. Gildea, "Performance Analysis of MMS Using GSPN," 1991 IEEE International Conference on Robotics and Automation, 1991, pp. 1573-1578.

[347] F.-Y. Wang and D. Chen, "Learning Laws for Neural-Network Implementation of Fuzzy Control Systems," IEEE International Conference on Systems, Man and Cybernetics, Jan. 1990.

[348] F.-Y. Wang and G.N. Saridis, "Task Plan Generation for Intelligent Machines," 5th IEEE International Symposium on Intelligent Control 1990, Sep. 1990, pp. 677-682.

[349] F.-Y. Wang and G.N. Saridis, "A Model for Coordination of Intelligent Machines Using Petri Nets," IEEE International Symposium on Intelligent Control 1988, 1988.

[350] F.-Y. Wang. "Large Amplitude Vibrations of Rectangular Plates with Random Geometric Imperfections". Vibration Problems in Engineerings,1986,385-390.

Conference Proceedings (Chinese)

[1] W. Hong, H. Wu, Z. Shen, G. Xiong, B. Hu, X. Dong, and F.-Y. Wang, "Research on Attention-Based Predictive Model in Multi-Agent Reinforcement Learning," in 2022 China Automation Congress (CAC), Nov. 2022, pp. 3789-3794.

[2] S. Wang, P. Xiao, H. Chai, X. Tu, Q. Sun, H. Cai, and F.-Y. Wang, "Framework of the Tourism Comprehensive Service Platform Based on Blockchain Technology," in 2021 China Automation Congress (CAC), Oct. 2021, pp. 2433-2436.

[3] J. Lu, T. Bai, Q. Wei, T. Zhou, and F.-Y. Wang, "Parallel Control-Based Event-Triggered Optimal Control for Constrained Discrete-Time Nonlinear Systems," in 2021 China Automation Congress (CAC), Oct. 2021, pp. 8284-8288.

[4] X. Li, H. Duan, H. Mo, and F.-Y. Wang, "A Novel Visual Perception Framework for Unmanned Aerial Vehicles: Challenges and Approaches," in 2021 China Automation Congress (CAC), Oct. 2021, pp. 8359-8363.

[5] X. Li, Q. Zhu, N. Qi, J. Huang, Y. Yuan, and F.-Y. Wang, "Blockchain Consensus Algorithms: A Survey," in 2021 China Automation Congress (CAC), Oct. 2021, pp. 4053-4058.

[6] H. Li, Q. Wei, and F.-Y. Wang, "Continuous-Time Linear Parallel Output Regulation," in 2021 China Automation Congress (CAC), Oct. 2021, pp. 8213-8216.

[7] J. Hou, W. Ding, X. Liang, F. Zhu, Y. Yuan, and F.-Y. Wang, "A Study on Decentralized Autonomous Organizations Based Intelligent Transportation System Enabled by Blockchain and Smart Contract," in 2021 China Automation Congress (CAC), Oct. 2021, pp. 967-971.

[8] X. Dai, C. Zhao, X. Li, X. Wang, and F.-Y. Wang, "Traffic Signal Control Using Offline Reinforcement Learning," in 2021 China Automation Congress (CAC), Oct. 2021, pp. 8090-8095.

[9] Q. Wei, H. Li, and F.-Y. Wang, "Continuous-Time Linear Parallel Control," in 2020 Chinese Automation Congress (CAC), Nov. 2020, pp. 1605-1608.

[10] Y. Wang and F.-Y. Wang, "Finding Patterns in Adversarial Training," in 2020 Chinese Automation Congress (CAC), Nov. 2020, pp. 4130-4134.

[11] J. Wang, X. Wang, Y. Guo, and F.-Y. Wang, "A Parallel Medical Diagnostic and Treatment System for Chronic Diseases," in 2020 Chinese Automation Congress (CAC), Nov. 2020, pp. 7412-7416.

[12] T. Shen, C. Gou, J. Wang, and F.-Y. Wang, "Collaborative Adversarial Networks for Joint Synthesis and Segmentation of X-Ray Breast Mass Images," in 2020 Chinese Automation Congress (CAC), Nov. 2020, pp. 1743-1747.

[13] X. Li, Y. Liu, K. Wang, Y. Yan, and F.-Y. Wang, "Multi-Target Tracking with Trajectory Prediction and Re-Identification," in 2019 Chinese Automation Congress (CAC), Nov. 2019, pp. 5028-5033.

[14] X. Li, Y. Liu, K. Wang, Y. Yan, and F.-Y. Wang, "A Hybrid of Hard and Soft Attention for Person Re-Identification," in 2019 Chinese Automation Congress (CAC), Nov. 2019, pp. 2433-2438.

[15] X. Zhang, R. Qin, Y. Yuan, and F.-Y. Wang, "An Analysis of Blockchain-Based Bitcoin Mining Difficulty: Techniques and Principles," in 2018 Chinese Automation Congress (CAC), Nov. 2018, pp. 1184-1189.

[16] J. Wang, C. Gou, T. Shen, and F.-Y. Wang, "Global Segmentation-Aided Local Masses Detection in X-Ray Breast Images," in 2018 Chinese Automation Congress (CAC), Nov. 2018, pp. 3655-3660.

[17] J. Han, F.-Y. Wang, Y. Lv, F. Zhu, Y. Lin, X. Dai, and L. Li, "Efficient Deployment of Patrols to Catch Arsonists," in 2018 Chinese Automation Congress (CAC), Nov. 2018, pp. 792-797.

[18] S. Chen, G. Xiong, J. Xu, S. Han, F.-Y. Wang, and K. Wang, "The Smart Street Lighting System Based on Nb-Iot," in 2018 Chinese Automation Congress (CAC), Nov. 2018, pp. 1196-1200.

[19] Y. Ali, Z. Shen, F. Zhu, G. Xiong, S. Chen, Y. Xia, and F.-Y. Wang, "Solutions Verification for Cloud-Based Networked Control System Using Karush-Kuhn-Tucker Conditions," in 2018 Chinese Automation Congress (CAC), Nov. 2018, pp. 1385-1389.

[20] R. Qin, Y. Yuan, X. Ni, and F.-Y. Wang, "Exploring New Mechanisms for Demand-Side Platforms in Real-Time Bidding Markets," in 2017 Chinese Automation Congress (CAC), Oct. 2017, pp. 7658-7663.

[21] X. Ni, S. Zeng, R. Qin, J. Li, Y. Yuan, and F.-Y. Wang, "Behavioral Profiling for Employees Using Social Media: A Case Study Based on WeChat," in 2017 Chinese Automation Congress (CAC), Oct. 2017, pp. 7725-7730.

[22] K. Wang, Y. Lu, Y. Wang, and F.-Y. Wang, "Parallel Imaging: A Unified Theoretical Framework for Image Generation," in 2017 Chinese Automation Congress (CAC), Oct. 2017, pp. 7687-7692.

[23] K. Wang, X. Li, L. Yan, and F.-Y. Wang, "Generative Adversarial Networks for Parallel Vision," in 2017 Chinese Automation Congress (CAC), Oct. 2017, pp. 7670-7675.

[24] S. Han, Y. Wang, T. Yao, D. Cao, and F.-Y. Wang, "Parallel Intelligent Vehicles: CpSS-Based Connected Self Driving Vehicles," in 2017 China Automation Congress (CAC), pp.864-873, 2017.

[25] Y. Lv, Y. Chen, X. Zhao, X. Wang, H. Chen, Y. Liu, and F.-Y. Wang, "An Online Open Source Traffic Information Acquisition and Analytic System," in 2017 China Automation Congress (CAC), pp.942-949, 2017.

[26] S. Wang, P. Ye, X. Wang, Y. Yuan, S. Liu, and F.-Y. Wang, "Crime Scene Parallel System Based on ACP Approach," the 9th Chinese Conference on Parallel Control, Dalian, China, Aug. 9-11, 2017.

[27] X. Shang, F.-Y. Wang, C. Guo, Y. Sun, and Y. Gao, "Parallel Steel-making: From Information System to Intelligent System for Steel Manufacturing," in the 9th Chinese Conference on Parallel Control, Dalian, China, Aug. 9-11, 2017.

[28] T. Yao, Y. Wang, S. Han, D. Cao, and F.-Y. Wang, "Parallel Connected Vehicles --A Novel Control and Management Connected Vehicles Framework and Application," in the 9th Chinese Conference on Parallel Control, Dalian, China, Aug. 9-11, 2017.

[29] Y. Zhao, J. Wang, and F.-Y. Wang, "Word Embedding Based Retrieval Model for Similar Cases Recommendation," in 2015 Chinese Automation Congress (CAC), Nov. 2015, pp. 2268-2272.

[30] R. Qin, Y. Yuan, F.-Y. Wang, and J. Li, "Research on the Frequency Capping Issue in RTB Advertising: A Computational Experiment Approach," in 2015 Chinese Automation Congress (CAC), Nov. 2015, pp. 258-263.

[31]  X. Shang, J. Liu, and F.-Y. Wang, "Parallel Management System for Social Manufacturing," in the 4th Chinese Conference on Parallel Management, Beijing, China, Nov. 15-16, 2012.

[32] J. Zhang, X. Shang, and F.-Y. Wang, "Dynamic Decision of Cyber Citizen Groups in Social Manufacturing," in the 4th Chinese Conference on Parallel Management, Beijing, China, Nov. 15-16, 2012.

[33] X. Wang, K. Zeng, and F.-Y. Wang, "ACP-Based Modeling and Analysis of CMO Network," in the 4th Chinese Conference on Parallel Management, China, Nov. 15-16, 2012.

[34] X. Shen, X. Liu, F.-Y. Wang, C. Cheng, and G. Xiong, "Personnel Recruitment in Enterprises Based on Parallel Management Method," in the 4th Chinese Conference on Parallel Management, Beijing, China, Nov. 15-16, 2012.

[35] R. Qin, X. Shang, J. Liu, and F.-Y. Wang, "Overview of 3D Printing Technology," in the 4th Chinese Conference on Parallel Management, Beijing, China, Nov. 15-16, 2012.

[36] C. Cheng, X. Liu, Z. Shen, and F.-Y. Wang, "Concept, Architecture, and Application of Intelligent Enterprise Parallel Management System," in the 7th Chinese Academy of Management Annual Conference, Tianjin, China, Oct. 22-23, 2012.

[37] R. Zhao, K. Wang, B. Hu, Z. Yu, and F.-Y. Wang, "Research on Fast Identification Algorithm for Diagnosing Common Broadcast Faults," in the 4th National Parallel Control Conference, Beijing, China, Nov. 15-16, 2012.

[38] M. Kang, Z. Shen, and F.-Y. Wang, "Parallel Agriculture: A New Perspective," in the 3rd Chinese Conference on Social Computing, Zhangjiajie, China, Nov. 5-6, 2011.

[39] X. Shen, X. Liu, F.-Y. Wang, C. Cheng, and G. Xiong, "An Informal Organization Network Model for Manufacturer and Its Computational Experiment Analysis," in the 2011 Chinese Automation Congress, Beijing, China, Nov. 26-29, 2011.

[40] X. Liu, X. Shang, C. Cheng, G. Xiong, F.-Y. Wang, F. Han, and H. Zhu, "Behavior Modeling and its Application on Emergency Management Parallel System for Chemical Plant," in the 3rd Chinese Conference on Parallel Management, Zhangjiajie, China, Nov. 5-6, 2011.

[41] G. Xiong, W. Huang, H. Dong, F. Zhu, L. Jia, F.-Y. Wang, F. Chen, and G. Zhang, "Dynamic Perception and Parallel Management and Control Technology for Urban Transportation," in the 3rd Chinese Conference on Parallel Management, Zhangjiajie, China, Nov. 5-6, 2011.

[42] Z. Cao, D. Zeng, F.-Y. Wang, Q. Wang, X. Wu, X. Zheng, and H. Song, "Artificial Social Modeling of the Spatiotemporal Transmission Process of H1N1 Influenza in Beijing," in the 2nd Chinese Conference on Social Computing, Beijing, China, Dec. 2010.

[43] Z. Cao, D. Zeng, F.-Y. Wang, Q. Wang, H. Song, X. Zheng, and X. Wang, "Research on Spatio-temporal Evolution and Social and Economic Factors to the Early Influenza A (HIN1)2009 Epidemic" in the 2010 China Annual Conference on Theory and Methods of Geographic Information Science, 2010.

[44]  Y. Li, W. Mao, and F.-Y. Wang, "Causal Knowledge Extraction Based on Open Source Domain Texts," The 3rd National Conference on Agent Theory and Application, Changsha, China, Apr. 10-11, 2010.

[45] Z. Cao, D. Zeng, H. Song, Y. Wang, and F.-Y. Wang, "Emergency Management Issues in the Outbreak of H1N1 Cluster Crisis," in the 4th International Emergency Management Forum and 5th Annual Meeting of China (France) Emergency Management Committee, Beijing, China, Dec. 12-13, 2009.

[46] Z. Tan, W. Mao, D. Zeng, X. Li, and F.-Y. Wang, "Organization Behavior Prediction Based on Data-Driven Social Modeling," in the 1st Chinese Conference on Social Computing, Beijing, China, Nov. 2009.

[47] Y. Luo, D. Zeng, X. Zheng, Z. Cao, F.-Y. Wang, X. Wu, and Q. Wang, "Analysis and Prediction of H1N1 Influenza Based on Open-Source Information," in the 1st Chinese Conference on Social Computing, Beijing, China, Nov. 2009.

[48] H. Mo and F.-Y. Wang, "Verbalization and Correlation Analysis of Conventional Dynamical Systems," in the China Intelligent Automation Annual Conference, Hong Kong, Dec. 1, 2003.

[49] Q. Zhou, F.-Y. Wang, and G. Shan, "Tire Fault Design Based on LuGre Dynamic Friction Model," in the China Intelligent Automation Annual Conference, Hong Kong, Dec. 1, 2003.

Technical Reports

[1] F.-Y. Wang, "A New Mathematical Framework for Analysis and Management of Complex Socio-Economic Systems," Tech. Rep. TR#08-17-2009, Institute of Automation, Chinese Academy of Sciences, Beijing, China, 2009.

[2] F.-Y. Wang, N. N. Zheng. "AutOPEN Project: A Proposal for Generation and Collection of Autonomous Driving Scenarios," Beijing: CASIACSIS, 2003.

[3] F.-Y. Wang. "Modeling and Specification of Complex Economic and Social Systems: Categories, Functors, and Natural Transformations," Technical Report, 05-99. Tucson, USA: University of Arizona, 1999.

[4] F.-Y. Wang, "CAST Lab: A Cyber-Social-Physical Approach for Traffic Control and Transportation Management,” Beijing: Intelligent Control and Systems Engineering Center in Chinese Academy of Sciences, 1999

[5] F.-Y. Wang, "Shadow Systems: A New Concept for Nested and Embedded Co-simulation for Intelligent Systems," University of Arizona, Tucson, AZ, USA, Tech. Rep., Nov. 1994.

[6] F.-Y. Wang, G. N. Saridis. "A Coordination Model for Intelligent Machines," NASA Report, NASA Headquarters Washington, DC United States, 1988.

[7] F.-Y. Wang, "An Organizational Framework and Its Decision Processes for Hierarchical Intelligent Control Systems Using Category and Entropy," Robot Automation Laboratory, New York, USA, Tech. Rep. RAL#12-03-86, 1986.

[8] F.-Y. Wang. "A Simulation Approach for Intelligent Control of Urban Traffic Systems Based" on Computational Experiments," RAL Report, RPI, Troy, NY,1986.

[9] F.-Y. Wang, "A Proposal for Computational Fatigue Experiments Based on Computer Simulation," Dept. Mech., Zhejiang Univ., Hangzhou, China, Tech. Rep., 1982.