Chih-Jen Lin 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.
Biography
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
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)
Selected works
Software
- LIBSVM implements the sequential minimal optimization algorithm for kernelized support vector machines. LIBSVM Homepage
Articles
- 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.
External links
- Chih-Jen Lin Google Scholar, h-index is 63.
References
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. /wiki/Doi_(identifier) ↩
CHIH-JEN LIN ACM Fellows 2015 http://awards.acm.org/award_winners/lin_cl37276.cfm ↩
AAAI Fellows Elected in 2014, Chih-Jen Lin, National Taiwan University http://www.aaai.org/Awards/fellows-list.php ↩