谭少华

教授, 博士生导师

1987年 获得博士学位(比利时鲁汶大学)

主要研究领域

智能多媒体,智能信息处理,商业智能

代表性学术论著

  • Shi, D., Tan, S. H., 2007. Incremental Learning Bayesian Networks for Financial Data Modeling. In:The 22nd IEEE International Symposium on Intelligent Control.
  • Jie Liu, Zaixia Hu, and Shaohua Tan. Stock Return Prediction Using Support Vector Machine Regression. Accepted by Applied Economics Letters
  • Wei Chen, Shaohua Tan. Fuzzy Portfolio Selection Problem under Uncertain Exit time. In review of Fuzzy Sets and Systems.
  • Zitian Wang, Shaohua Tan. Factor selection from a large factor set by mutual information maximization. Submitted to Econometrica.
  • Da Shi, Shaohua Tan, Shuzhi Sam Ge. Automatically Identifying Predictor Variables for Stock Return Prediction. In M. Zhang(Ed.), Artificial Higher Order Neural Networks for Economics and Business.
  • Wenbing Zhao, Shaohua Tan, Dongqing Yang, and Shiwei Tang. Normalizing XML Element Trees as Well-designed Document Structures for Data Integration. WAIM2003
  • Yi Yu and Shaohua Tan (1998), "Complementarity and equivalence relationships between fuzzy systems and wavelets," Fuzzy Sets and Systems, Vol.101, pp.423-438
  • Ah Chung Tsoi and Shaohua Tan (1997), "Recurrent neural networks: A constructive algorithm and its properties," Neural Computing: An International Journal, Vol.15, pp.309-326.
  • Shaohua Tan and Yi Yu. On Adaptive Fuzzy Modeling of Nonlinear Dynamical System. Automatica, 1996, Vol.32, pp.637-643

主要科研项目

  • 国家自然科学基金重点项目(负责人),面向多维数据的自动导航和知识发现的理论与方法研究,2005-2007
  • 与物资学院合作项目“北大答疑网”(负责人)