皮德常 - 南京航空航天大学 - 计算机科学与技术学院/人工智能学院

个人简介

皮德常，博士、教授、博士生导师，江苏省“青蓝工程”中青年学术带头人、江苏省“333高层次人才工程”中青年科学技术带头人，中国计算机学会高级会员。主要从事大数据分析、数据挖掘、系统可靠性分析等方面研究。曾主持完成国家自然科学基金、863计划、民用航天预研、技术基础、航空科学基金等30多项科研项目，发表SCI检索学术论文100多篇，授权发明专利10多件，软件著作权30件。大数据异常分析、时序数据处理、嵌入式数据库等曾获省部级科技进步奖4项。主讲课程获国家精品在线开放课程称号。已指导毕业硕士50多人，博士10多人。研究生曾获江苏省优秀硕士学位论文2篇( 董鑫、臧思聪)、中国电子学会优秀硕士学位论文1篇（代成龙）、江苏省计算机学会优博论文1篇（邵炜世），国际会议CCF-B优秀论文1篇。科研项目 [1] 小样本标记环境下的模型迁移和特征学习技术研究 [2] 纵向项目 [3] 纵向项目 [4] 纵向项目 [5] 纵向项目 [6] 纵向项目 [7] 纵向项目 [8] 纵向项目 [9] 纵向项目 [10] 纵向项目 [11] 基于大数据的在轨航天器性能退化分析方法研究 [12] 用户管理及总控软件 [13] 专利转让合同 [14] 项目开发 [15] PHM技术中的算法研究及软件实现获奖信息 [1] 国防科技进步奖

近期论文

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[1] 皮德常,,等.Hml-ids: A hybrid-multilevel anomaly prediction approach for intrusion detection in scada systems.IEEE Access,2019 [2] 皮德常,,等.A novel multi-objective discrete water wave optimization for solving multi-objective blocking flow-shop scheduling problem.Knowl Based Syst,2019 [3] 皮德常,,等.Brain EEG time series selection: A novel graph-based approach for classification.SIAM Int. Conf. Data Min., SDM,2018 [4] 皮德常,皮德常,皮德常等.Software Reliability Growth Model for Imperfect Debugging Process Considering Testing-Effort and Testing Coverage.Trans. Nanjing Univ. Aero. Astro.,2018 [5] 皮德常,皮德常,皮德常等.MTEEGC: A novel approach for multi-trial EEG clustering.Appl. Soft Comput. J.,2018 [6] 皮德常,皮德常,皮德常等.A New Time Series Representation Model and Corresponding Similarity Measure for Fast and Accurate Similarity Detection.IEEE ACCESS,2017 [7] 皮德常,皮德常,皮德常等.DMFA-SR: Deeper Membership and Friendship Awareness for Social Recommendation.IEEE ACCESS,2017 [8] 皮德常,皮德常,皮德常等.A Novel Method for Fast and Accurate Similarity Measure in Time Series Field.2017 17TH IEEE INTERNATIONAL CONFERENCE ON DATA MINING WORKSHOPS (ICDMW 2017),2017 [9] 皮德常,皮德常,皮德常等.Data clustering algorithm based on artificial immune network.Commun. Comput. Info. Sci.,2017 [10] 皮德常,皮德常,皮德常等.Forecasting satellite power system parameter interval based on relevance vector machine with modified particle swarm optimization.IAENG Int. J. Comput. Sci.,2017 [11] 皮德常,皮德常,皮德常等.Seismic classification-based method for recognizing epicenter-neighboring orbits.Adv. Space Res.,2017 [12] 皮德常,皮德常,皮德常等.Memetic algorithm with node and edge histogram for no-idle flow shop scheduling problem to minimize the makespan criterion.APPLIED SOFT COMPUTING,2017 [13] 皮德常,皮德常,皮德常等.Estimation of distribution algorithm with path relinking for the blocking flow-shop scheduling problem.ENGINEERING OPTIMIZATION,2018 [14] 皮德常,皮德常,皮德常等.Novel Privacy-preserving algorithm based on frequent path for trajectory data publishing.KNOWLEDGE-BASED SYSTEMS,2018 [15] 皮德常,皮德常,皮德常等.A Novel Kernel SVM Algorithm with Game Theory for Network Intrusion Detection.KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS,2017