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计算机系--雷景生教师简介

没有上传照片 姓名:雷景生 性别:
学历:博士研究生 职称:教授
电话: Email:jshlei@shiep.edu.cn
系所:计算机系 办公地址:杨浦区平凉路2103号综合实验楼413
个人简介:
雷景生,男,1966 年7 月生,陕西韩城人,博士后,现任上海电力学院计算机科学与技术学院教授,院长。兼任中国人工智能学会机器学习专业委员会常委,中国计算机学会数据库专业委员会委员,上海市计算机学会人工智能与理论专业委员会委员。目前主要从事智能电网、电力大数据、无线传感器网络、机器学习、数据挖掘等领域的研究工作。曾主持多项国家、省部级科研课题的研究工作,获省级科技进步二等奖1 项,三等奖2 项。近三年,包括在IEEE Transactions on Parallel and Distributed Systems、IEEE Transactions on Emerging Topics in Computing 和软件学报等国际国内重要学术期刊和会议发表论文90 余篇,其中被SCI 检索的论文15 篇。
研究方向:
智能电网、电力大数据、无线传感器网络、机器学习、数据挖掘
主讲课程:
科研成果:
主要论文:
[1] Lan Zhang, Xiang-Yang Li, Jingsheng Lei,Mechanism Design for Finding Experts Using Locally Constructed Social Referral Web,IEEE Transactions on Parallel and Distributed Systems,2013.
[2] Jingsheng Lei, Yanghui Rao, Qing Li, Towards Building a Social Emotion Detection System for Online News, Future Generation Computer Systems,2013.10(http://dx.doi.org/10.1016/j.future.2013.09.024).
[3] Du, Wan; Li, Mo; Lei, Jingsheng, CO-MAP: Improving Multiple Access Efficiency of Mobile Wireless Network with Location Input, IEEE Transactions on Parallel and Distributed Systems,2014.
[4] Yanghui Rao,Jingsheng Lei,Qing Li, Building emotional dictionary for sentiment analysisof online news, World Wide Web-Internet and Web Information Systems, 16(12), pp 1-12,2013/6/1.
[5] M.Wen, Jingsheng. Lei,Zhongqin Bi, SSE: a secure searchable encryption scheme forurban sensing and querying, International Journal of Distributed Sensor Networks, 2013(1), pp1-8, 2013/12/1.
[6] Lin Zhu, Longbing Cao, Jie Yang,Jingsheng Lei,Evolving Soft Subspace Clustering,Applied Soft Computing, 14(1), pp 210-228, 2014.
[7] M.Wen, R. Lu, K. Zhang, Jingsheng Lei, X. Liang, and X. Shen, PaRQ: A PrivacypreservingRange Query Scheme over Encrypted Metering Data for Smart Grid, EmergingTopics in Computing, IEEE Transactions on, 1(1), pp 178-191, 20132013-6.
[8] Jiuchuan Jiang, Darong Lai, Yungui Zhang, Jingsheng Lei, A tag-based solution for datasensing conflicts in multiple sensing agent systems, Advances in Engineering Software, 47(2),pp 170-177, 2012/2/1.
[9] Yao Lu, Xingliang Ni, Jingsheng Lei, Xiaojun Quan, Wenyin Liu and Yinlong Xu,Semantic Link Analysis for Finding Answer Experts, Journal of Information Science andEngineering, 27(2), pp 197-211, 2011/2/1.
[10] M.Wen, R. Lu, Jingsheng Lei, H. Li, X. Liang, and X. Shen, SESA: An Efficient
Searchable Encryption Scheme for Auction in Emerging Smart Grid Marketing, International Journal of Distributed Sensor Networks, 2013(1), pp 1-8, 2013/12/1.
[11] M.Wen, K. Zhang, Jingsheng Lei, X. Liang, R. Deng, and X. Shen, CIT: A Credit-based Incentive Tariff Scheme with Fraud-traceability for Smart Grid, Security and Communication Networks, 6(12), pp 1-10, 2013/12/1.
[12] 朱林,雷景生,杨杰,毕忠勤,基于数据流的软子空间聚类算法研究,软件学报, 11期, pp 2610-2627, 2013/11/15.
[13] Zhumin Chen,Jingsheng Lei, A Cross-Language Focused Crawling Algorithm Basedon Multiple Relevance Prediction Strategies, Computers & Mathematics with Applications,57(6), 2009, 1057-1072.
[14] Jingtao Yao, Qingfu Zhang, Jingsheng Lei, Recent developments in natural computation, Neurocomputing, 72(13-15) , 2009, 2833-2839.
[15] Jian Yu, Shuigeng Zhou, Lipo Wang, Jingsheng Lei, Advances in fuzzy sets and
knowledge discovery, Computers & Mathematics with Applications, 57(6) , 2009, 865-876.
[16] Ting Jin, Haoran Xie, Jingsheng Lei, Qing Li, Xiaodong Li, Xudong Mao, and Yanghui Rao, Finding Dominating Set from Verbal Contextual Graph for Personalized Search in Folksonomy, WI 2013, IEEE CS,2013.
[17] M.Wen, R. Lu, Jingsheng Lei, X. Liang, H. Li, and X. Shen, ECQ: An Efficient
Conjunctive Query Scheme over Encrypted Multidimensional Data in Smart Grid, accepted by Globecom 2013.
[18] Mi Wen, Jingsheng Lei, Zhong Tang, Xiuxia Tian, Kefei Chen, Weidong Qiu, A Verified Group Key Agreement Protocol for Resource-Constrained Sensor Networks, WISM2009, Vol. 3613, Springer-Verlag 2009, 413-425.
[19] Yingxu Wang, Jason Huang, Jingsheng Lei, The Formal Design Models of a Universal Array (UA) and its Implementation, IJSSCI 3(3): 69-89 (2011).
[20] Jingsheng LEI, Ping YAN, Teng LV, Global Existence of Classical Solutions to Cauchy Problem for Quasilinear Hyperbolic System, Journal of Computational Information Systems 2011Vol. 7 (9) : 3100- 3106.
[21] Zhumin CHEN, Haichun YANG, Jun MA, Jingsheng LEI, Haihui GAO, Time-based Query Classification and its Application for Page Rank, Journal of Computational Information Systems 2011Vol. 7 (9) : 3149- 3156.
[22] Ping YAN, Changqin ZHANG, Jingsheng LEI, Existence of Classical Solution to
Decayed Quasilinear Hyperbolic Systems, Journal of Computational Information Systems 2011Vol. 7 (10) : 3541- 3549.
[23] Ping ZHOU, Jingsheng LEI, Wenjun YE, Large-Scale Data Sets Clustering Based on MapReduce and Hadoop, Journal of Computational Information Systems 2011Vol. 7 (16) : 5956- 5963.
[24] Ping YAN, Teng LV, Jingsheng LEI, Weimin HE, Synchronization of Fuzzy High-order Cohen-Grossberg Neural Networks with Reaction-diffusion Term and Time-varying, Journal of Computational Information Systems 2011Vol. 7 (11) : 4145- 4152.
[25] Ting Jin, Jingsheng Lei, Hierarchical Text Classification based on Support Vector Machine, Journal of Information & Computational Science 6: 1 (2009) 543-551.
[26] Jingsheng Lei, Image Annotation Using Sub-block Energy of Color Correlograms, Springer, LNAI 5855, 2009.11.
[27] Jingsheng Lei, Ting Jin, Hierarchical Text Classification Based on BP Neural Network, Journal of Computational Information Systems 5:2(2009) 581-589.
[28] Jingsheng Lei, Ting Jin, Text Classification Technology Survey Based on Machine Learning, Journal of Information & Computational Science 6: 2 (2009) 975-983.
[29] Jingsheng Lei, Ping Yan, Teng Lv, The Stability of High-order Cohen-Grossberg Neural Networks, Journal of Information & Computational Science 6: 3(2009) 1647-1652.
[30] Feifei XU, Jingsheng LEI, Lai WEI,Improved Mutual Information-based Gene Selection with Fuzzy Rough Sets,Journal of Information & Computational Science, 6(1), pp 543-551, 2009/1/15.
著作及章节:
[31] M.Wen, Jingsheng Lei, X. Liang, R. Lu and X. Shen, Querying over Encrypted Data in Smart Grid, Springer, In press, 2013.
[32] Jingsheng Lei, Fu Lee Wang, Hepu Deng, Duoqian Miao, Artificial Intelligence and Computational Intelligence, Springer, 2012, ISBN 978-3-642-33477-1
[33] Fu Lee Wang, Jingsheng Lei, Zhiguo Gong, Xiangfeng Luo, Web Information Systems and Mining, Springer, 2012, ISBN 978-3-642-33468-9
[34] Jingsheng Lei, Fu Lee Wang, Mo Li and Yuan Luo, Network Computing and Information Security , Springer, 2012, ISBN 978-3642352102
[35] Fu Lee Wang, Jingsheng Lei, Rynson W.H. Lau and Jingxin Zhang, Multimedia and Signal Processing, Springer,2012, ISBN 978-3642352850
科研项目:
【1】2012-2015.国家自然科学基金项目:电力监测无线传感器网络中感知数据的容忍与查询;
【2】2013-2016.国家自然科学基金项目:基于随机网络演算的智能电网统一系统建模;
【3】2011-2013.国家自然科学基金项目:基于云计算的海量网络数据管理与搜索技术;
【4】2012-2014.上海市科委地方能力建设项目:面向建筑能耗监控的自维持无线传感器网络关键技术研究;
【5】2009-2012.上海市科委地方能力建设项目:电力用户侧智能控制与优化决策关键技术研究;
【6】2012-2015.上海市基础重点项目:电力监测无线传感器网络的故障诊断与安全机制;
【7】2013-2016. 上海市基础重点项目:智能电网环境下居民用电隐私保护的可搜索加密机制研究
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