Education
Ph.D. (Majored in Data Mining and Knowledge Management), Japan Advanced Institute of Science and Technology, 2005
B.S. (Majored in Information Management and Information System), University of Science and Technology of China, 2000
Overseas Visiting and Training
Research Fellow, City University of Hong Kong, 2006- Aug.-2008-Jan.
Research Interests
Data mining, Risk management, etc.
Industrial Experiences
Consulting Activities: Hubei China Tobacco Industry Co. Ltd.
Academic Engagement
Present: Reviewer of International Journal of Intelligent Engineering Informatics, Information Science, Chinese Journal of Management Science, Journal of Wuhan University of Technology; Communication Reviewer of National Natural Science Fund of China
Consultant, the 16th National Conference on Computer Simulation and Information Technology, 2017
Research Project
Principal Investigator, “The Study of Product Opinion Mining Based on Sentiment Analysis”. National Natural Science Fund of China (No.71001043)
Representative Research Papers
[1] L. Yu, W. Huang, S. Wang, K. K. Lai. Web warehouse--a new web information fusion tool for web mining. Information Fusion, 2008, Vol.9, No.4:501-511. (SCI)
[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, 2007, Vol.6, No.1: 113-140. (SCI, SSCI)
[3] T. Ma, Y. Nakamori, W. Huang. An agent-based approach for predictions based on multi-dimensional complex data. Information Sciences, 2006, Vol.176, No.9: 1156-1174. (SCI)
[4] W. Huang, Y. Nakamori, S. Y. Wang. Forecasting stock market movement direction with support vector machine. Computers & Operations Research, 2005, Vol.32, No.10: 2513-2522. (SCI)
[5] W. Huang, Y. Nakamori, S. Y. Wang, T. J. Ma. Mining scientific literature to predict new relationships. Intelligent Data Analysis, 2005, Vol.9, No.2: 219-234. (SCI)
[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, 2004, Vol.3, No.1: 145-165. (SCI)
Cases
Power outage event of a power supply company, 2014
China Railway Construction Folding Mecca, 2014
Teaching (2014-2018)
Undergraduate:
Management Statistics, 224 Teaching Hours
Business Data Analysis and Mining, 240 Teaching Hours
Mathematical Modeling, 160 Teaching Hours
Information Strategy and Management, 200 Teaching Hours
Operations Research, 56 Teaching Hours
Graduate:
Managerial Economics, 144 Teaching Hours
Management Information Systems, 360 Teaching Hours
Management Research Methodology, 52 Teaching Hours
Data, Models and Decision-Making, 128 Teaching Hours
Data Mining and Analysis, 128 Teaching Hours
E-Marketing, 96 Teaching Hours
