教育背景
博士:Japan Advanced Institute of Science and Technology 數據挖掘和知識管理專業(2005)
學士:中國科學技術大學管理學院信息管理與信息系統專業(2000)
海外訪問、進修
2006年8月-2008年1月:香港城市大學商學院Research Fellow
講授課程
《數據,模型與決策》、《管理統計學》等。
行業經驗
企業諮詢:湖北中煙工業責任有限公司
研究領域
數據挖掘
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)