Chih-Jen Lin
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 | Study in Large-Scale optimization |
Influences | |
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[]
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.
- AAAI Fellow (2014) [3]
- 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[]
- 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[]
- ^ 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[]
- Chih-Jen Lin Google Scholar, h-index is 63.
Categories:
- National Taiwan University faculty
- Computer scientists
- University of Michigan College of Engineering alumni
- Living people
- Scientists from Taipei
- National Taiwan University alumni
- Fellows of the Association for Computing Machinery
- Fellows of the Association for the Advancement of Artificial Intelligence
- Fellow Members of the IEEE
- Machine learning researchers