趙培海

趙培海，男，東華大學計算機科學與技術學院教師。

基本介紹

• 中文名：趙培海
• 畢業院校：同濟大學
• 職業：東華大學計算機科學與技術學院教師
• 性別：男

個人簡介

於2011年畢業於同濟大學，獲得計算機科學與技術專業本科學位並直接攻讀博士，於2017年畢業於同濟大學，獲得工學博士學位。2017至今在東華大學計算機科學與技術學院擔任講師。在讀博士期間，進行了網路交易風控模型研究並進行了非參貝葉斯相關建模分析；現一直從事時序數據挖掘、機率圖模型分析方面的研究工作，以及人工智慧方面的教學與科研工作。

研究方向

機率圖模型分析

統計機器學習

時間序列數據挖掘

講授課程

人工智慧

編譯原理

主要論文

[1] Peihai Zhao, Zhijun Ding, Mimi Wang and Rruihao Cao, Behavior Analysis for Electronic Commerce Trading Systems: A Survey, IEEE Access, vol. 7, pp. 108703-108728, 2019.

[2] Mimi Wang; Guanjun Liu; Peihai Zhao*; Chungang Yan; Changjun Jiang, Behavior consistency computation for workflow nets with unknown correspondence, IEEE/CAA Journal of Automatica Sinica, 5(1), pp 281-291, 2018.

[3] Mimi Wang; Zhijun Ding; Peihai Zhao; Wangyang Yu; Changjun Jiang, A Dynamic Data Slice Approach to the Vulnerability Analysis of E-Commerce Systems, IEEE Transactions on Systems, Man, and Cybernetics: Systems, pp 1-15, 2018.

[4] Mimi Wang; Zhijun Ding; Changjun Jiang; Peihai Zhao, A Process-Profile-Based Method to Measure Consistency of E-Commerce System, IEEE Access, vol. 6, pp 25100-25109, 2018.

[5] 趙培海; 王咪咪, 基於三維行為關係圖的模型一致性檢測方法, 計算機科學, 45(06), pp 156-160+165, 2018.

[6] Mimi Wang; Peihai Zhao*, Decomposition of Petri Nets based on the Behavior Relation Matrix, 2017 IEEE 13th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD), 2017.7.29-2017.7.31, pp 508-514, Guilin, CHINA, 2017.

[7] Mengqing Ji; Peihai Zhao; Mimi Wang; Chungang Yan; Zhong Li; Changjun Jiang, A kind of authentication method based on user web browsing features, International Journal of Machine Learning and Computing, 7(2), pp 18-23, 2017.

[8] Peihai Zhao; Chungang Yan; Changjun Jiang, Authenticating Web User's Identity through Browsing Sequences Modeling, 16th IEEE International Conference on Data Mining Workshops (ICDMW), 2016.12.12-2016.12.15, pp 335-342, Barcelona, SPAIN, 2016.

[9] 趙培海; 王咪咪; 方賢文, 基於網進程的模型一致性分析方法, 計算機科學, 43(11), pp 242-245+251, 2016.

[10] Xiaoshuang Song; Peihai Zhao; Mimi Wang; Chungang Yan, A Continuous Identity Verification Method based on Free-Text Keystroke Dynamics, 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2016.10.9-2016.10.12, pp 206-210, Budapest, HUNGARY, 2016.

[11] Hongbo Zhang; Chungang Yan; Peihai Zhao; Mimi Wang, Model construction and authentication algorithm of virtual keystroke dynamics for smart phone users, 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2016.10.9-2016.10.12, pp 171-175, Budapest, HUNGARY, 2016.

[12] Lei Ma; Chungang Yan; Peihai Zhao; Mimi Wang, A Kind of Mouse Behavior Authentication Method on Dynamic Soft Keyboard, 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2016.10.9-2016.10.12, pp 211-216, Budapest, HUNGARY, 2016.

[13]Qiang Liu; Mimi Wang; Peihai Zhao; Chungang Yan; Zhijun Ding, A Behavioral Authentication Method for Mobile Gesture Against Resilient User Posture, 2016 3rd International Conference on Systems and Informatics (ICSAI), 2016.11.19-2016.11.21, pp 324-331, Shanghai, CHINA, 2016.

[14]Xiaomeng Zhang; Peihai Zhao; Mimi Wang, Keystroke dynamics in password authentication for multi-user account, Journal of Computational Information Systems, 11(1), pp 321-331, 2015.

[15]Shaoping Jiang; Chungang Yan; Peihai Zhao; Mimi Wang, An immune approach for detecting the user's behavior of electronic transaction process, Journal of Computational Information Systems, 11(2), pp 683-692, 2015.

[16]王昱傑; 趙培海; 王咪咪, 基於鍵盤行為進行用戶識別的方法與套用, 計算機科學, 42(11), pp 203-207+234, 2015.

[17]Junzhu Zhong; Chungang Yan; Peihai Zhao; Mimi Wang; Wangyang Yu, A Kind of Identity Authentication Method Based on Browsing Behaviors, 2014 the 7th International Symposium on Computational Intelligence and Design (ISCID), 2014.12.13-2014.12.14, Hangzhou, CHINA, 2014.

科研項目

[1] 上海市經濟信息化委軍民融合專項子課題，“無人機大數據管理系統”，2017/01-2019/12.

[2] 東華大學青年教師啟動資助項目“基於深度學習的網路用戶行為數據建模與可信認證研究”，2018/03 – 2019/03.

論著專利

[1] Changjun Jiang, Hongzhong Chen, Chungang Yan, Zhijun Ding, Mimi Wang, Peihai Zhao , METHOD AND SYSTEM FOR BRANCH PROCESS-BASED MODEL CONSISTENCY ANALYSIS, 2018.06.13, 澳大利亞, AU2018100679.

[2] Changjun Jiang, Hongzhong Chen, Chungang Yan, Zhijun Ding, Mimi Wang, Peihai Zhao, METHOD FOR MEASURING USER BEHAVIOR CONSISTENCY DEGREE BASED ON COMPLEX CORRESPONDENCE SYSTEM, 2017.1.19, 澳大利亞, AU2017100012

[3] 蔣昌俊; 閆春鋼; 丁志軍; 張亞英; 景晨; 趙培海, 一種基於用戶行為模型的身份認證方法及系統, 2017.1.10 (公開), 中國, CN2017100168646

[4] 蔣昌俊; 閆春鋼; 丁志軍; 張亞英; 王咪咪; 趙培海, 一種基於數據切片一致性的系統檢測方法及系統, 2017.5.3 (公開), 中國, CN2017103063241

[5] 蔣昌俊; 陳閎中; 閆春鋼; 丁志軍; 王咪咪; 趙培海, 一種基於分支進程的模型一致性分析方法及系統, 2018.03.02 (授權), 中國, ZL2015107287242

[6] 蔣昌俊; 陳閎中; 閆春鋼; 丁志軍; 王咪咪; 趙培海, 基於複雜對應系統的用戶行為一致性度測量方法, 2017.6.13 (授權), 中國, ZL2014103277092

[7] 蔣昌俊; 陳閎中; 閆春鋼; 丁志軍; 於汪洋; 趙培海, 基於Web用戶行為模式的身份認證方法, 2015.11.04 (授權), 中國, ZL2012104456813