基本信息
潘毅  男  博导  中国科学院深圳先进技术研究院
电子邮件: yi.pan@siat.ac.cn
通信地址: 深圳市学苑大道1068号
邮政编码:

研究领域

主要研究领域是以云计算、大数据分析、人工智能、深度学习等为工具,进行生物信息和医疗信息的研究

教育背景

1988-09--1991-08   美国匹兹堡大学   博士研究生
1987-01--1988-08   美国匹兹堡大学   硕士研究生
1982-09--1984-12   清华大学   硕士研究生
1978-03--1982-07   清华大学   本科

专利与奖励

   
奖励信息
(1) Fellow of the Institution of Engineering and Technology, 一等奖, 其他, 2020
(2) Fellow of the Royal Society for Public Health, 一等奖, 其他, 2020
(3) ****, 一等奖, 部委级, 2012
(4) 长江学者讲座教授, 一等奖, 部委级, 2010

出版信息

   
发表论文
(1) A rened 3-in-1 fused protein similarity measure: appli- cation in threshold-free hub detection, IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2020, 第 3 作者
(2) A deep learning framework for gene ontology annotations with sequence-and network-based information, IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2020, 第 5 作者
(3) Secure D2D Communication for 5G IoT Network Based on Lightweight Cryptography, Applied Sciences, 2020, 第 5 作者
(4) A priority-based transport control protocol for timeout mitigation in commodity data center, Future Generation Computer Systems, 2020, 第 5 作者
(5) United neighborhood closeness centrality and orthology for pre- dicting essential proteins, IEEE/ACM transactions on computational biology and bioinformatics, 2020, 第 5 作者
(6) Gradient amplification: An efficient way to train deep neural networks, Big Data Mining and Analytics, 2020, 第 4 作者
(7) Enhancing the feature representation of multi-modal MRI data by combining multi-view information for MCI classification, Neurocomputing, 2020, 第 2 作者
(8) BiXGBoost: a scalable, exible boosting-based method for reconstructing gene regulatory networks, Bioinformatics, 2019, 第 5 作者
(9) Multi-view learning for benign epilepsy with centrotemporal spikes, IET Computer Vision, 2019, 第 4 作者
(10) Deep Fuzzy Neural Networks for Biomarker Selection for Accurate Cancer Detection, IEEE Transactions on Fuzzy Systems, 2019, 第 4 作者
(11) A parallel team formation approach using crowd intelligence from social network, Computers in Human Behavior, 2019, 第 2 作者
(12) Size-aware Sequential Scheduling to Meet Deadlines in Data Center Networks, Journal of Internet Technology, 2018, 第 4 作者
(13) CF-CloudOrch: container fog node-based cloud orchestration for IoT networks, The Journal of Supercomputing, 2018, 第 4 作者
(14) Identifying essential proteins based on sub-network parti- tion and prioritization by integrating subcellular localization information, Journal of theoretical biology, 2018, 第 4 作者
(15) Protein-protein interactions: detection, reliability assessment and applications, Briengs in Bioinformatics, 2017, 第 5 作者
(16) VAliBS: a visual aligner for bisulte sequences, BMC Bioinformatics, 2017, 第 5 作者
(17) J2M: a Java to MapReduce translator for cloud computing, The Journal of Supercomputing, 2016, 第 4 作者
(18) Ecient parallel boolean matrix based algorithms for computing composite rough set approximations, Information Sciences, 2016, 第 3 作者
发表著作
(1) Advances in Computer Science and Ubiquitous Computing, Lecture Notes in Electrical Engineering, 2020-05, 第 4 作者

科研活动

   
科研项目
( 1 ) Advancing Cybersecurity Learning Through Inquiry-based Laboratories on a Container-based Virtualization Platfrom, 主持, 研究所(学校), 2019-07--2022-06
( 2 ) 5th International Symposium on Bioinformatics Research and Applications, 主持, 研究所(学校), 2019-06--2021-06
( 3 ) Collaborative Learning in Cloud-based Virtual Computer Labs, 主持, 研究所(学校), 2017-08--2021-07