个人简介(教育背景 研究领域 研究课题)

学术成果(期刊论文 书籍章节 部分会议论文)

个人简介

吴浩存 / Haocun WU

中山大学讲师 / Lecturer

中山大学博士 / Ph.D.

教育背景

/ Educational Background

博士 香港大学 / Ph.D. (The University of Hong Kong)

硕士 香港大学 / MPhil (The University of Hong Kong)

学士 华南理工大学 / BSc (South China University of Technology)

研究领域

/ Research Areas

独立成分分析 / Independent Component Analysis

旅游需求建模与预测 / Tourism Demand Modeling and Forecasting

商务统计 / Business Statistics

旅游电子商务 / E-Business for Tourism

酒店管理信息系统 / Hotel Management Information Systems

研究课题

/Research Projects

[1] 主持：教育部社科青年基金项目：基于独立成分分析模型的国内酒店房价影响因素研究 (2010-2012)。

学术成果

期刊论文

/ 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)

书籍章节

/ 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.

部分会议论文

/ 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)