Chih-Jen Lin

In this Chinese name, the family name is Lin.
Chih-Jen Lin
林智仁
EducationNational Taiwan University (BS)
University of Michigan (MS, PhD)
Known forLIBSVM
AwardsACM Fellow (2015)
AAAI Fellow (2014)
IEEE Fellow (2011)
Scientific career
Fieldsmachine learning
data mining
optimization
InstitutionsNational Taiwan University
ThesisStudies in large-scale optimization
Websitewww.csie.ntu.edu.tw/~cjlin/

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.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.
For contributions to support vector machine algorithms and software.

Selected works

Software

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

  1. ^ 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.
  2. ^ CHIH-JEN LIN ACM Fellows 2015
  3. ^ AAAI Fellows Elected in 2014, Chih-Jen Lin, National Taiwan University

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