Chih-Jen Lin
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| Chih-Jen Lin | |
|---|---|
| Native name | 林智仁 |
| Residence | Taipei, Taiwan |
| Fields | machine learning data mining optimization |
| Institutions | National Taiwan University |
| Alma mater | National Taiwan University (BS 1993) University of Michigan (MS 1996; PhD 1998) |
| Thesis | Study in Large-Scale optimization |
| Known for | LIBSVM |
| Notable awards | ACM Fellow (2015) AAAI Fellow (2014) IEEE Fellow (2011) |
| Website www |
|
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Chih-Jen Lin (Chinese: 林智仁; pinyin: Lín Zhìrén) is Distinguished Professor of Computer Science at National Taiwan University, and a leading researcher in machine learning, optimization, and data mining. He is best known for the open source library LIBSVM, an implementation of support vector machines.[1]
Contents
Biography
Chih-Jen Lin received his B.Sc. (1993) in Mathematics at National Taiwan University, and M.SE (1996) and Ph.D.(1998) in Operations at University of Michigan.
Awards and honors
- For contributions to the theory and practice of machine learning and data mining.
- For significant contributions to the field of machine learning, and the development of a widely used SVM software.
- IEEE Fellow (2011)
- For contributions to support vector machine algorithms and software.
Selected works
Software
- LIBSVM implements the SMO algorithm for kernelized support vector machines. LIBSVM Homepage
Articles
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References
- ↑ Lua error in package.lua at line 80: module 'strict' not found.
- ↑ CHIH-JEN LIN ACM Fellows 2015
- ↑ AAAI Fellows Elected in 2014, Chih-Jen Lin, National Taiwan University
External links
- Chih-Jen Lin Google Scholar, h-index is 50.
