TIAN Yingjie

          Name: TIAN Yingjie

          Title: Professor

          Tel: 86-10-82680997

          E-mail: tyj@ucas.ac.cn 

          Research Areas:

             Mathematical Programming

             Machine Learning

             Data Mining

             Support Vector Machine

             Intelligent Knowledge Management

             Risk Analysis and Management

 

Education

2005 PhD. China Agricultural University
1997 M.S. Beijing Institute of Technology
1994 B.S. Shandong Normal University

 

Professional Experience

Jun. 2012 – Researcher at CAS Research Center on Fictitious Economy & Data Science
Jun. 2006 – Jun. 2012 Associate Researcher at CAS Research Center on Fictitious Economy & Data Science
Jun. 2005 – Jun. 2006 Assistant Researcher at CAS Research Center on Fictitious Economy & Data Science
Apr. 1997 – Sep. 2002 Assistant Researcher at the First bureau, Third Ministry of China PLA General Political Department

 

Publications

Selected publications in international journals

[1] Naiyang Deng, Yingjie Tian. “New method in Data Mining: Support Vector Machines” Science Press, 2004,6 Beijing China.

[2] Naiyang Deng, Yingjie Tian. “Support Vector Machines --- Theory, Algorithms and Extensions:” Science Press, 2009,8 Beijing China.

[3] Yong Shi, Yingjie Tian, et al. "Optimization Based Data Mining: Theory and Applications", Springer Press, 2011,5.

[4] Naiyang Deng, Yingjie Tian, Chunhua Zhang. "Support Vector Machines---Optimiaztion based Theory, Algorithms and Extensions", CRC Press, 2012,12.

 

Current Research

[1] “Business Intelligence Method of Optimized Data Mining and Its Application in Financial and Banking Management”, sponsored by the Nation

[2] “Research on the Theory and Application of Knowledge-Driven Support Vector Machines”, sponsored by the Ministry

[3] “Research on Theory, Algorithm and Application of Knowledge Extraction Based on Support Vector Machine”, sponsored by the Nation