教育背景
博士:Japan Advanced Institute of Science and Technology 数据挖掘和知识管理专业(2005)
学士:中国科学技术大学管理学院信息管理与信息系统专业(2000)
海外访问、进修
2006年8月-2008年1月:香港城市大学商学院Research Fellow
讲授课程
《数据,模型与决策》、《管理统计学》等。
行业经验
企业咨询:湖北中烟工业责任有限公司
研究领域
数据挖掘
代表性成果
[1] L. Yu, W. Huang, S. Wang, K. K. Lai. Web warehouse--a new web information fusion tool for web mining. Information Fusion(1566-2535), Elesvier press, 9(4), 501-511, Oct,2008. (SCI, IDS Number: 351PV)
[2] W. Huang, K. K. Lai, Y. Nakamori, S. Y. Wang, L. A. Yu. Neural networks in finance and economics forecasting. International Journal of Information Technology and Decision Making(0219-6220), World Scientific Publishing, 6(1): 113–140, 2007. (SCI, SSCI, IDS Number: 230FG)
[3] T. Ma, Y. Nakamori, W. Huang. An agent-based approach for predictions based on multi-dimensional complex data. Information Sciences(0020-0255), Elsevier, 176(9): 1156-1174, 2006. (SCI, IDS Number: 022EA)
[4] W. Huang, Y. Nakamori, S. Y. Wang. Forecasting stock market movement direction with support vector machine. Computers & Operations Research(0305-0548), Elsevier, 32(10): 2513-2522, 2005. (SCI, IDS Number: 914EJ;)
[5] W. Huang, Y. Nakamori, S. Y. Wang, T. J. Ma. Mining scientific literature to predict new relationships. Intelligent Data Analysis, IOS press, 9(2): 219-234, 2005. (SCI, IDS Number: V43YA)
[6] W. Huang, K. K. Lai, Y. Nakamori, S. Y. Wang. Forecasting foreign exchange rates with artificial neural networks: a review. International Journal of Information Technology & Decision Making, World Scientific Publishing, 3(1): 145-165, 2004. (SCI, IDS Number: 878KX) |