Yuh-Jye Lee's Home Page

Yuh-Jye Lee

Department of Computer Sciences
University of Wisconsin - Madison
1210 West Dayton Street
Madison, WI 53706-1685

Telephone: (608) 262-6619
yuh-jye@cs.wisc.edu

This page is still under construction......

My Curriculum Vita

PDF file version

Education:

Ph.D. program in Computer Sciences, University of Wisconsin at Madison, since Fall, 1996.
M.S. Applied Math., National Tsing Hua University, Taiwan, June 1992.
B.S. Applied Math., Chinese Culture University, Taiwan, June 1990.

Research:

I'm working with Prof. Olvi Mangasarian on mathematical programming approaches to machine learning and data mining. Areas of research include:

Supervised and unsupervised learning
Multicategory learning
Support vector machines
Smooth technique for SVM
Large-scale nonlinear SVM
Medical application: Breast cancer prognosis

Recent Talks

Yuh-Jye Lee & O. L. Mangasarian: RSVM: Reduced Support Vector Machines (PowerPoint)
First SIAM International Conference on Data Mining, April 5-7, 2001, Chicago.

Yuh-Jye Lee, O. L. Mangasarian & W. H. Wolberg: Smooth Support Vector Machines & Breast Cancer Prognosis with Chemotherapy
UW-Madison Data Mining Institute Annual Review, June 2, 2000.

Yuh-Jye Lee: Smooth Support Vector Machines
Preliminary Thesis Proposal , March 6, 2000

Yuh-Jye Lee, O. L. Mangasarian & W. H. Wolberg: Breast Cancer Survival Analysis and Chemotherapy via Generalized Support Vector Machines
Center for Discrete Mathematics and Theoretical Computer Science at Rutgers University (DIMACS), Workshop on Discrete Mathematical Problems with Medical Applications, December 8-10, 1999

Yuh-Jye Lee & O. L. Mangasarian: SSVM: A Smooth Support Vector Machine
Philadelphia INFORMS, November 7-10, 1999

Publications

Yuh-Jye Lee, O. L. Mangasarian and W. H. Wolberg

Survival-Time Classification of Breast Cancer Patients
PDF Version
Data Mining Institute Technical Report 01-03, March 2001.

Yuh-Jye Lee and O. L. Mangasarian

RSVM: Reduced Support Vector Machines
Data Mining Institute Technical Report 00-07, July, 2000, First SIAM International Conference on Data Mining, Chicago, April 5-7, 2001, to appear.

Yuh-Jye Lee: Preliminary Thesis Proposal
Preliminary Thesis Proposal , March 6, 2000.

Yuh-Jye Lee, O. L. Mangasarian and W. H. Wolberg: Breast Cancer Survival and Chemotherapy: A Support Vector Machine Analysis
Data Mining Institute Technical Report 99-10, December 1999, DIMACS Series in Discrete Mathematics and Theoretical Computer Science, Vol. 55 (2000), pp. 1-10.

Yuh-Jye Lee and O. L. Mangasarian: SSVM: Smooth Support Vector Machine for Classification
Data Mining Institute Technical Report 99-03, September 1999, Computational Optimization and Applications, to appear.

Chih Chang and Yuh-Jye Lee: A non-weakly balanced game with nonempty bargaining set
Journal of Mathematical Economics 22, 1993, 195-198.

WWW Page of Other Publications of MP Group at Wisconsin

Links Related to Taiwan

periodically updated by yuh-jye@cs.wisc.edu