陈恩红

陈恩红,1968年7月生,博士,教授,博导,IEEE 高级会员(Senior Member),中国科技大学多媒体计算与通信教育部-微软重点实验室副主任,中国人工智能学会知识工程专委会、机器学习专委会委员。1989年毕业于安徽大学计算机系,获学士学位;1992年毕业于合肥工业大学计算机系,获硕士学位;1996年毕业于中国科学技术大学计算机系,获博士学位。 曾在东京大学、洪堡大学等从事访问研究和学术交流。作为项目负责人,主持完成或正在主持的科研项目包括:2项国家自然科学基金项目、2项安徽省自然科学基金项目、教育部新世纪优秀人才支持计划项目、2项微软合作研究项目、1项军工项目、2项华为公司项目等十余项课题的研发工作。此外,作为主要成员,参与多项国家自然科学基金项目、2项973计划项目等的研究(其中一项与香港城市大学等合作)。
主要研究方向:
语义Web、 机器学习与数据挖掘、网络信息处理、约束满足问题
主要讲授课程:
硕士生课程:机器学习与知识发现、高级人工智能
本科生课程:人工智能基础、数理逻辑等
国际学术会议任职:
1.Program Committee (PC) Member of International Workshop on Regulated Agent-Based Social Systems: Theories and Applications (RASTA'02).
2.PC Member of the Second German Conference on Multi Agent Technologies (2004).
3.PC Co-chair of IEEE Symposium of Multimedia 2005 (ISM 2005), Irvine, CA.
4.PC Vice Co-Chair of the 8th World Conference of Integrated Design & Process Technology (IDPT 2005), Beijing.
5.PC Member of the 1st Asian Semantic Web Conference (ASWC 2006), Beijing.
6. PC Member of International Conference on Computational Intelligence and Security (CIS’2006),Guangzhou.
7.PC Member of the 5th International Conference on Web-based Learning (ICWL2006),Penang, Malaysia.
8.PC Member of the Sixth International Conference on Simulated Evolution And Learning (SEAL 2006), Hefei.
9. PC Member of IADIS Internatinal Conference on Web Based Communities (WBC 2006), San Sebastian, Spain.
10.PC Member of The 7th International Conference on Web Information Systems Engineering (WISE 2006), Wuhan.
11.PC Member of the 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2006), Washington D.C.
12. PC Member of the 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007), Patras, Greece.
13. PC Member of IADIS International Conference of Web Based Communities (WBC 2007), Salamanca, Spain.
14. PC Member of International Conference on Machine Learning and Cybernetics (ICMLC 2007), Hong Kong.
15. Local Organization Committee Chair of the Second International Conference on Scalable Information Systems (INFOSCALE 2007), Suzhou, China.
16. Special Session Co-Chairs of First IEEE International Conference on Semantic Computing (IEEE-ICSC 2007), Irvine, California.
获奖情况:
1995年获中国科学院院长奖学金优秀奖,1996年获中国科学技术大学惠普信息科学青年教师奖,2000年获王宽诚育才奖、安徽省科技进步二等奖 ,2004年获安徽省科技进步三等奖、中国科技大学优秀教学成果二等奖,2005年入选教育部新世纪优秀人才支持计划。
主要论著:
[1] 陈恩红,刘贵全,蔡庆生, 基于遗传算法的Job-shop调度问题求解方法,软件学报,1998,9(2):139-143。
[2] 韩靖,陈恩红,蔡庆生,求解过程中约束一致性维护的多层次策略研究,软件学报,1998,9(8):622-627。
[3] 陈恩红,薛翰宏,基于约束满足的Job-Shop调度问题研究,软件学报,1998,9(12):946-948。
[4] 陈恩红,张振亚,王煦法,相接行凸约束网络的快速识别算法,软件学报,2002,13(5):972-979。
[5] Chen Enhong, Zhang Zhenya, Kazuyuki Aihara, Wang Xufa,Document classification with CC4 neural networks based on document index, 软件学报,2002, 13(5):871 -878。
[6] Zhang Zhenya, Chen Enhong, Wang Jin, Wang Xufa. 2004. An approach to enable personalization recommendation for text information retrieval, APWeb'04, Lecture Notes in Computer Science 3007, Springer, 598-607. SCI检索
[7]Wang Shu, Chen Enhong, An Instance Learning Approach for Automatic Semantic Annotation, CIS'04, Lecture Notes in Computer Science 3314, Springer, 962-968. SCI检索
[8]Wang Qi, Chen Enhong, Wang Shu, Efficient incremental pattern mining from semi-structured dataset, APWeb'04,Lecture Notes in Computer Science 3007, Springer, 211-216. SCI检索
[9]Chen Enhong, Zhang Zhenya, B. Hans-Dieter; L. Gabriela, Extending CC4 neural networks to classify real life documents, Informatica, 2004, 28(2).
[10]Song Rui, Chen Enhong, Zhao Min. 2005. SVM Based Automatic User Profile Construction for Personalized Search,ICIC'05, Lecture Notes in Computer Science 3664: 598-607. SCI检索
[11]Chen Enhong, Tongshu Li, Wang Shu, Phillip C-y Sheu. A General Effective Framework for Monotony and Tough Constraint Based Sequential Pattern Mining, DaWak'05, Lecture Notes in Computer Science 3589: 458-467. SCI检索
[12]Chen Enhong, Wang Feng. Dynamic Clustering Using Multi-objective Evolutionary Algorithm, CIS'05, Lecture Notes in Artificial Intelligence 3801: 73-80. SCI检索
[13]Min Li, Enhong Chen, Phillip C-y SHEU. A Chord-based Novel Mobile Peer-to-Peer File Sharing Protocol,APWeb'06,Lecture Notes in Computer Science,3841: 806-811 SCI检索
[14]Chen Enhong, Wang Shu, Phillip C-y Sheu, A Novel Approach of Table Detection and Analysis for Semantic Annotation, International Journal on Artificial Intelligence Tools, No.6, 2006.
[15]Tak-Lam Wong, Wai Lam, Enhong Chen, Automatic Domain Ontology Generation from Web Sites,Journal of Integrated Design and Process Science, to appear.