黄哲学（香港大学）

黄哲学(Joshua Zhexue Huang)，男，1959年7月生，香港大学电子商业科技研究所助理总监，高级研究员，上海交大-IBM-香港大学"e时代技术研究中心"副主任，1993年在瑞典皇家理工大学（Royal Institute of Technology）获博士学位。在香港大学工作前，黄哲学教授曾任澳大利亚联邦科学院信息与数学科学研究所研究员，澳大利亚国立大学高性能计算中心研究员。黄教授多年来一直从事数据挖掘、大量和复杂的实时数据分析、数据库以及商务智能系统的研究工作，他提出的K-Modes和K-Prototypes快速聚类算法解决了商业数据库大量属性属性和混合数据的聚类问题，该算法已被纳入数据挖掘教科书中，并被广泛采用和引用。黄教授已在IEEE Transaction、Data Mining & Knowledge Discovery等国际重要杂志和国际会议上发表论文八十余篇，许多论文已被广泛引用。

【主要研究领域】数据挖掘与商业智能
【主要论著】

(1) Huang, Joshua Zhexue, Ng, Michal K.P., Rong, Hongqiang and Li, Zichen (2005) Automated Variable Weighting in k-means Type Clustering. IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 27, No. 5, pp.657-668.

(2) Huang, Joshua Zhexue and Ng, Michael K. (2003) A Note on K-modes Clustering.  Journal of Classification, Vol. 20, pp.257-261.

(3) Huang, Z. and Ng, M. (1999) A Fuzzy k-modes Algorithm for Clustering Categorical Data. IEEE Transactions on Fuzzy Systems, Vol. 7, No. 4, pp. 446-452.

(4) Huang, Z. (1998) Extensions to the k-means Algorithm for Clustering Large Data Sets with Categorical Values. International Journal of Data Mining and Knowledge Discovery, Vol. 2, No. 3, pp. 283-304.

(5) Ng, M and Huang, Z. (1999) Data-Mining Massive Time Series Astronomical Data: Challenges, Problems and Solutions. International Journal of Information and Software Technology, Vol. 41, No. 9, pp. 545-556.

(6) He, Zengyou, Xu, Xiaofei, Huang, Joshua Zhexue and Deng, Shengchun (2005) FP-Outlier: Frequent Pattern Based Outlier Detection. To appear in Computer Science and Information Systems.

(7) Ye, Yunming, Rong, Hongqiang, Lu, Yiming, Ma, Fanyuan and Huang, Joshua Zhexue (2005) LinkPulse: An Online Self-adaptive Link Evaluation Algorithm for Topical Web Crawler. To appear in Journal of Harbin Institute of Technology.

(8) Tang, Feilong, Li, Minglu and Huang, Joshua Zhexue (2005) GridTS: A Transaction Service for Intelligent Grid Environment, To appear in Journal of Future Generation Computer Systems.

(9) Gao, Yang and Huang, Joshua Zhexue (2005) Adaptive Job Scheduling in BI-Grid, To appear in Journal of Future Generation Computer Systems.

(10) He, Zengyou, Xu, Xiaofei, Deng, Shengchun, and Huang, Joshua Zhexue (2005) Clustering Categorical Data Streams, To appear in Journal of Computational Methods in Sciences and Engineering.
【联系方式】

通讯地址：香港薄扶林道香港大学电子商业科技研究所

电话: 852-22990528

传真：852-22990500

E-mail: jhuang@eti.hku.hk