Chih-Jen Lin
{{Infobox scientist
| name = Chih-Jen Lin
| native_name = 林智仁
| native_name_lang = zh
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| fields = machine learning
data mining
optimization
| workplaces = National Taiwan University
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| education = National Taiwan University (BS)
University of Michigan (MS, PhD)
| 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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| website = {{URL|https://www.csie.ntu.edu.tw/~cjlin/}}
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{{family name hatnote|Lin|lang=Chinese}}
Chih-Jen Lin ({{zh|c=林智仁|p=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.{{cite journal |last1=Chang |first1=Chih-Chung |last2=Lin |first2=Chih-Jen |title=LIBSVM: A library for support vector machines |journal=ACM Transactions on Intelligent Systems and Technology |volume=2 |issue=3 |year=2011|doi=10.1145/1961189.1961199 |s2cid=961425 }}
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
- ACM Fellow (2015)[http://awards.acm.org/award_winners/lin_cl37276.cfm CHIH-JEN LIN ACM Fellows 2015]
: For contributions to the theory and practice of machine learning and data mining.
- AAAI Fellow (2014)[http://www.aaai.org/Awards/fellows-list.php AAAI Fellows Elected in 2014, Chih-Jen Lin, National Taiwan University]
: 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 sequential minimal optimization algorithm for kernelized support vector machines. [http://www.csie.ntu.edu.tw/~cjlin/libsvm/ LIBSVM Homepage]
=Articles=
- {{cite journal |last1=Chang |first1=Chih-Chung |last2=Lin |first2=Chih-Jen |title=LIBSVM: A library for support vector machines |journal=ACM Transactions on Intelligent Systems and Technology |volume=2 |issue=3 |year=2011 |doi=10.1145/1961189.1961199 |s2cid=961425 }}
References
{{Reflist}}
External links
- [https://scholar.google.com.hk/citations?user=SLMkts8AAAAJ&hl=en Chih-Jen Lin Google Scholar], h-index is 63.
{{Authority control}}
{{DEFAULTSORT:Lin, Chih-Jen}}
Category:Academic staff of the National Taiwan University
Category:Taiwanese computer scientists
Category:University of Michigan College of Engineering alumni
Category:Scientists from Taipei
Category:National Taiwan University alumni
Category:2015 fellows of the Association for Computing Machinery
Category:Fellows of the Association for the Advancement of Artificial Intelligence