基本信息
叶世伟  男  硕导  电子电气与通信工程学院
电子邮件: shwye@ucas.ac.cn
通信地址: 中国科学院大学电子学院
邮政编码: 100049

招生信息

   
招生专业
081203-计算机应用技术
招生方向
智能信息处理

教育背景

   
学历
-- 研究生
学位
-- 博士

教授课程

计算智能、 矩阵在信息处理中的应用、 矩阵分析及应用

出版信息

   
发表论文
[1] 黎靖江, 叶世伟. A Q-matrix Model Based on Binarized Neural Network. Journal of Physics: Conference Series, Volume 2171, International Conference on Computer, Big Data and Artificial Intelligence (ICCBDAI 2021) 12/11/2021 - 14/11/2021 Beihainull. 2021, [2] 叶世伟. 基于边缘希尔伯特谱特征和卷积神经网络的睡眠阶段自动分类. EMBC 2020. 2020, [3] 叶世伟. 增强胶囊网络在医学图像分类中的应用. EMBC 2020. 2020, [4] 叶世伟. 用于复杂数据的深层胶囊网络. International Joint Conference on Neural Networks. 2019, [5] 叶世伟. 智慧导师:基于认知诊断评估生成定制的补救问题和答案. BESC 2019.. 2019, [6] Dai Junyi, Su Guiping, Sun Yuan, Ye Shiwei, Liao Pan, Sun Yi, ACM. Application of Advanced Petri Net in Personalized Learning. 2018 9TH INTERNATIONAL CONFERENCE ON E-EDUCATION, E-BUSINESS, E-MANAGEMENT AND E-LEARNING (IC4E 2018)null. 2018, 1-6, http://dx.doi.org/10.1145/3183586.3183588.
[7] Fan Ye, Sun Yuan, Ye Shiwei, Liao Pan, Su Guiping, Sun Yi, IEEE. Collaborative Stacked Denoising Auto-Encoders for Refining Student Performance Data. 2018 5TH INTERNATIONAL CONFERENCE ON BEHAVIORAL, ECONOMIC, AND SOCIO-CULTURAL COMPUTING (BESC)null. 2018, 67-72, http://dx.doi.org/10.1109/BESC.2018.00022.
[8] Yang Lin, Ye Shiwei, Wang Zhibo, Huang Zhipei, Wu Jiankang, Kong Yongmei, Zhang Li. An error-based micro-sensor capture system for real-time motion estimation. JOURNAL OF SEMICONDUCTORS[J]. 2017, 38(10): 105004-1, [9] Ye Shiwei. A Noninvasive Continuous Fetal Heart Rate Monitoring System for Mobile Healthcare Based on Fetal Phonocardiography. 13th EAI International Conference on Body Area Networks. 2017, [10] Ye Shiwei. Predicting Learners Multi-Question Performance Based on Neural Networks. The 4th International Conference on Behavioral, Economic, and Socio-Cultural Computing. 2017, [11] Sun Yuan, Ye Shiwei, Su Guiping, Sun Yi, IEEE. Q-matrix Learning and DINA Model Parameter Estimation. 2016 INTERNATIONAL CONFERENCE ON BEHAVIORAL, ECONOMIC AND SOCIO-CULTURAL COMPUTING (BESC)null. 2016, 5-10, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000392381700002.
[12] Ye Shiwei. Exact and approximate Boolean matrix decomposition with column-use condition. International Journal of Data Science and Analytics. 2016, [13] Ye Shiwei. A Latent Space Perturbation Algorithm for Boolean Matrix Completion based on Weighted Frobenius Norm. International Conference on Behavioral, Economic and Socio-Cultural Computing. 2015, [14] Xu Y P, Ye S W, Destech Publicat Inc. Adaptive Compensation of Magnetic Disturbances of MARG Systems. INTERNATIONAL CONFERENCE ON AUTOMATION, MECHANICAL AND ELECTRICAL ENGINEERING (AMEE 2015)null. 2015, 570-578, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000361180500073.
[15] Ye Shiwei. Minimum Information Entropy Based Q-matrix Learning In DINA Model. The 5th International Conference on Learning Analytics and Knowledge. 2015, [16] Ye Shiwei, Sun Yuan, Sun Yi, IEEE. Matrix Completion Based on Feature Vector and Function Approximation. 2014 INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ADVANCED ANALYTICS (DSAA)null. 2014, 104-109, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000380559500016.
[17] Ye Shiwei. Alternating Recursive Method for Q-matrix Learning. Proceedings of the 7th International Conference on Educational Data Mining. 2014, [18] Ye Shiwei. Maximum Likelihood Estimation Based DINA Model and Q-matrix Learning. Proceedings of 2014 IEEE International Conference on Behavioral, Economic, Socio-Cultural Computing. 2014, [19] 叶世伟. Hol4中的Gauge积分. Journal of Applied Mathematics. 2013, [20] 叶世伟. 基于微传感器的脑卒中患者的上肢运动功能损伤评估. Journal of Rehabilitation Research. 2012, [21] 孟磊, 叶世伟. 基于永磁同步电机的电动轮仿真方法研究. 计算机仿真[J]. 2011, 28(5): 337-341, http://lib.cqvip.com/Qikan/Article/Detail?id=37787127.
[22] 叶世伟. 改进的凹凸算法及其在Hopfield网络稳定分析中的应用. 2010 3rd International Conference on Advanced Computer Theory and Engineering. 2010, [23] 叶世伟, 王娟, 张斌, 叶世伟. 流形学习算法分析及在人脸数据库上的应用. 微电子学与计算机[J]. 2008, 25(9): 91-94, http://lib.cqvip.com/Qikan/Article/Detail?id=28238807.
[24] Sun, Yuan, Ye, Shiwei, Sun, Yi, Kameda, Tsunehiko. Improved Algorithms for Exact and Approximate Boolean Matrix Decomposition. http://arxiv.org/abs/1512.08041.

科研活动

   
科研项目
(1) 微型传感器人体运动信息融合的理论和方法,参与,国家级,2010-01--2013-12
(2) 基于微型传感器的老年痴呆症早期步态定量分析系统研究,主持,研究所(学校)级,2009-06--2011-12
(3) 基于感知学习和语言认知的智能计算模型,主持,国家级,2009-01--2011-12
参与会议
(1) Paper Title : Improved Concave-Convex Procedure And Its application to Analysis for the Stability of Hopfield Neural Network,2010第三届IEEE高级计算机理论与工程国际会议,2010-08,ye shiwei, wang wenjie

指导学生

已指导学生

尹超  硕士研究生  081203-计算机应用技术  

郑守志  硕士研究生  081202-计算机软件与理论  

马琳  硕士研究生  081203-计算机应用技术  

高学彬  硕士研究生  081002-信号与信息处理  

李爱光  硕士研究生  081202-计算机软件与理论  

现指导学生

黄帅  硕士研究生  081203-计算机应用技术  

刘霏  硕士研究生  081203-计算机应用技术  

熊梅君  硕士研究生  085210-控制工程  

许永鹏  硕士研究生  081203-计算机应用技术