個人簡介
中山大學講師 / Lecturer
中山大學博士 / Ph.D.教育背景
/ Educational Background
博士 香港大學 / Ph.D. (The University of Hong Kong)
碩士 香港大學 / Mphil (The University of Hong Kong)
學士 華南理工大學 / BSc (South China University of Technology)
/ Research Areas
獨立成分分析 / Independent Component Analysis
旅遊需求建模與預測 / Tourism Demand Modeling and Forecasting
商務統計 / Business Statistics
旅遊電子商務 / E-Business for Tourism
酒店管理信息系統 / Hotel Management Information Systems
/Research Projects
[1] 主持：教育部社科青年基金項目：基於獨立成分分析模型的國內酒店房價影響因素研究 (2010-2012)。
學術成果
期刊論文/ Journal PublICAtions
[1] Wu, H.C., Law, R, & Jiang, B. (2010). Data Mining for Hotel Occupancy Rate: An Independent Component Analysis Approach, Journal of Travel & Tourism Marketing, 27(4): 426–438.
[2] Wu, H.C., Law, R, & Jiang, B. (2010). The Impact of Infectious Diseases on Hotel Occupancy Rate based on Independent Component Analysis. International Journal of Hospitality Management, 29(4): 751-753. (SSCI)
[3] Wu, H.C., Yu, l.h., & Li, W.K. (2009). A Smoothed bootstrap Test for Independence based on Mutual Information, Computational Statistics & Data Analysis, 53(7):2524-2536. (SCI)
[4] Yip, A., Ng, M., Wu, H.C., & Chan, T. (2007), Strategies for Identifying Statistically Significant Dense Regions in Microarray Data. IEEE-ACM Transactions on Computational Biology and Bioinformatics, 4(3):415-429. (SCI)
[5] Wu, H.C., Yu, L.H., & Li, W.K. (2006) Value at Risk Estimation Using ICA-GARCH Models, International Journal of Neural Systems, 16(5):371-382. (SCI)
[6] Wu, H.C., & Yu, L.H. (2006). Pattern Recognition of the Term Structure Using Independent Component Analysis, International Journal of Pattern Recognition and Artificial Intelligence, 20(2):173-188. (SCI)
[7] Wu, H.C., & Yu, L.H. (2006). A Robust and Scalable Clustering Model for Time Series via Independent Component Analysis, International Journal of Systems Science, 37(13):987-1001. (SCI)
/ Book Chapters
[8] Yu, L.H., Wu, H.C., & Li, W.K. (2010). Financial Data Mining using Flexible ICA-GARCH Models. In Shawkat Ali, A B M and Xiang, Yang (eds). Dynamic and Advanced Data Mining for Progressing Technological Development: Innovations and Systemic Approaches. Chapter 11, 255-272. Information Science Reference.
[9] Wu, H.C., & Ng, M. (2007). Developing a Knowledge-Based Intelligent Services System in Sports Websites, In Studies in Computational Intelligence, E-Service Intelligence: Methodologies, Technologies and Applications, 37:535-554, Springer.
/ Selected Conference Proceedings
[10] Wu, H.C., Yu, L.H., & Li, W.K. (2006). An Independent Component Ordering and Selection Procedure based on the MSE criterion. In the 6th International Conference on Independent Component Analysis and Blind Source Separation, Lecture Notes in Computer Science, 3889:286-294. Springer-Verlag: Berlin. (EI)
[11] Wu, H.C., & Yu, L.H. (2005). Volatility Modeling of Multivariate Financial Time Series by using ICA-GARCH Models. In Intelligent Data Engineering and Automated Learning, Lecture Notes in Computer Science, 3578:571-579. Springer-Verlag: Berlin. (EI)
[12] Wu, H.C., & Yu, L.H. (2005). Independent Component Analysis for Clustering Multivariate Time Series Data. In Advanced Data Mining and Applications, Lecture Notes in Artificial Intelligence, 3584:474-482, Springer-Verlag: Berlin. (EI)
