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]
Chih-Jen Lin | |
|---|---|
林智仁 | |
| Alma mater | National Taiwan University (BS 1993) University of Michigan (MS 1996; PhD 1998) |
| 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 |
Biography
editChih-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
edit- 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
editSoftware
edit- LIBSVM implements the sequential minimal optimization algorithm for kernelized support vector machines. LIBSVM Homepage
Articles
edit- Chang, Chih-Chung; Lin, Chih-Jen (2011). "LIBSVM: A library for support vector machines". ACM Transactions on Intelligent Systems and Technology. 2 (3). doi:10.1145/1961189.1961199. S2CID 961425.
References
edit- ^ Chang, Chih-Chung; Lin, Chih-Jen (2011). "LIBSVM: A library for support vector machines". ACM Transactions on Intelligent Systems and Technology. 2 (3). doi:10.1145/1961189.1961199. S2CID 961425.
- ^ CHIH-JEN LIN ACM Fellows 2015
- ^ AAAI Fellows Elected in 2014, Chih-Jen Lin, National Taiwan University
External links
edit- Chih-Jen Lin Google Scholar, h-index is 63.