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王家兵 Jia-bing Wang
副教授

Mail:广州大学城华南理工大学计算机科学与工程学院 510006     Office:B3-533
Tel: (+86)20-39380286            Fax:
English
个人简介
       王家兵,2003年获华中科技大学工学博士学位,专业为计算机软件与理论。华南理工大学计算机学院副教授,硕士生导师。目前主要研究兴趣为机器学习、模式识别、数据挖掘的算法研究,及其在社会网络分析、计算机视觉、信息检索等领域的应用。


研究兴趣:机器学习、模式识别、数据挖掘。


讲授课程:数据挖掘 计算方法 算法设计与分析


论文

1)Jiabing Wang, Jiaye Chen. Clustering to Maximize the Ratio of Split to Diameter, Proceedings of the 29th International Conference on Machine Learning (ICML 2012). pp. 241–248, Editors: John Langford and Joelle Pineau. Edinburgh, Scotland, June 27–July 3, 2012


2)Jiabing Wang, Pei Zhang, Guihua Wen, Jia Wei. Classifying categorical data by rule-based neighbors,2011 IEEE International Conference on Data Mining (ICDM 2011). December 11–14, pp. 1248–1253, 2011, Vancouver, Canada.


3)Lei Huang, Jiabing Wang, Xing He. A Graph Clustering Algorithm Providing Scalability. Jounal of Networks, 7(2): 229–235, 2012.


4)Wang Jiabing, Peng Hong, Hu Jingsong, Chuangxin Yang. A Graph Clustering Algorithm Based on Minimum and Normalized Cut. LNCS (ICCS 2007), 4487, pp. 497-504. Springer-Verlag, Berlin Heidelberg, 2007.


5)Wang Jiabing, Peng Hong, Hu Jingsong: Automatic Keyphrases Extraction from Document Using Neural Network. LNAI (Selected paper from ICMLC 2005), 3930, 633–641, 2006. Springer-Verlag, Berlin Heidelberg, 2006.


6)Wang Jiabing, Peng Hong, Hu Jingsong, Zhang Jun. Ensemble Learning for Keyphrases Extraction from Scientific Document. LNCS (ISNN 2006), 3971, 1267–1272. Springer-Verlag, Berlin Heidelberg, 2006.


7)Wang Jiabing, Peng Hong: Keyphrases Extraction from Web Document by the Least Squares Support Vector Machine. In: A. Skowron, R. Agrawal, M. Luck, T. Yamaguchi et al (Eds.). Proceedings of 2005 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2005). IEEE Computer Society Press, Los Almitos, CA, 2005. pp. 293–296.


8)王家兵, 彭宏, 张军. 知识标记与自动推理Web服务的研究. 计算机科学, 2006, 33(5): 205–210.


9)王家兵, 王能超, 徐正权, 彭宏. 一个带有相似性关系的模糊逻辑. 计算机研究与发展, 2004, 41(3): 407–413.


10)王家兵, 徐正权, 王能超. RLD演绎及子句蕴涵与子句包含关系的非等价性. 计算机研究与发展, 2002, 39(12): 1630–1636.