Chih-Jen Lin
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Chih-Jen Lin | |
|---|---|
林智仁 | |
| Education | National Taiwan University (BS) University of Michigan (MS, PhD) |
| Known for | LIBSVM |
| Awards | ACM Fellow (2015) AAAI Fellow (2014) IEEE Fellow (2011) |
| Scientific career | |
| Fields | machine learning data mining optimization |
| Institutions | National Taiwan University |
| Thesis | Studies in large-scale optimization |
| Website | www |
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]
Biography
[edit | edit source]Chih-Jen Lin received his B.S. (1993) in mathematics at National Taiwan University, and M.S.E. (1996) and Ph.D. (1998) in computer science at the University of Michigan.
Awards and honors
[edit | edit source]- 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
[edit | edit source]Software
[edit | edit source]- LIBSVM implements the sequential minimal optimization algorithm for kernelized support vector machines. LIBSVM Homepage
Articles
[edit | edit source]- Lua error in Module:Citation/CS1/Configuration at line 2172: attempt to index field '?' (a nil value).
References
[edit | edit source]- ^ Lua error in Module:Citation/CS1/Configuration at line 2172: attempt to index field '?' (a nil value).
- ^ CHIH-JEN LIN ACM Fellows 2015
- ^ AAAI Fellows Elected in 2014, Chih-Jen Lin, National Taiwan University
External links
[edit | edit source]- Chih-Jen Lin Google Scholar, h-index is 63.
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Categories:
- Academic staff of the National Taiwan University
- Taiwanese computer scientists
- University of Michigan College of Engineering alumni
- Living people
- Scientists from Taipei
- National Taiwan University alumni
- 2015 fellows of the Association for Computing Machinery
- Fellows of the Association for the Advancement of Artificial Intelligence
- Fellows of the IEEE
- Machine learning researchers