Chih-Jen Lin Explained

Chih-Jen Lin
Native Name:林智仁
Native Name Lang:zh
Fields:machine learning
data mining
optimization
Workplaces:National Taiwan University
Alma Mater:National Taiwan University (BS 1993)
University of Michigan (MS 1996; PhD 1998)
Thesis Title:Studies in large-scale optimization
Thesis Url:https://deepblue.lib.umich.edu/handle/2027.42/131260
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Known For:LIBSVM
Awards:ACM Fellow (2015)
AAAI Fellow (2014)
IEEE Fellow (2011)
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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.[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.

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

External links

Notes and References

  1. Chang . Chih-Chung . Lin . Chih-Jen . LIBSVM: A library for support vector machines . ACM Transactions on Intelligent Systems and Technology . 2 . 3 . 2011. 10.1145/1961189.1961199 . 961425 .
  2. http://awards.acm.org/award_winners/lin_cl37276.cfm CHIH-JEN LIN ACM Fellows 2015
  3. http://www.aaai.org/Awards/fellows-list.php AAAI Fellows Elected in 2014, Chih-Jen Lin, National Taiwan University