1. 中文
  • Huang Wei

    Associate Professor
  • Subordinate unit

    Department of Management Science and Information Management
  • Research Interests

    Data mining, Risk management, etc.
  • Telephone

    E-mail

    whuang@hust.edu.cn

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