Chih-Jen Lin

Results: 48



#Item
41Operations research / Mathematical optimization / Support vector machine / Hessian matrix / Vector space / Algebra / Mathematics / Linear algebra

Large-scale Linear RankSVM Ching-Pei Lee and Chih-Jen Lin Department of Computer Science, National Taiwan University, Taipei 10617, Taiwan Keywords: Learning to rank, Ranking support vector machines, Large-scale learning

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Source URL: www.csie.ntu.edu.tw

Language: English - Date: 2014-01-07 05:08:13
42Computational statistics / Support vector machine / Thresholding / Algorithm / Multi-label classification / Classifier chains / Statistics / Machine learning / Statistical classification

A Study on Threshold Selection for Multi-label Classification Rong-En Fan and Chih-Jen Lin∗ Abstract Multi-label classification is useful for text categorization, multimedia retrieval,

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Source URL: www.csie.ntu.edu.tw

Language: English - Date: 2007-11-12 07:35:07
43Model selection / Support vector machine / Feature selection / Random forest / Machine learning / Statistics / Statistical classification

1 NIPS 2003 Feature Selection Competition Yi-Wei Chen and Chih-Jen Lin Department of Computer Science

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Source URL: clopinet.com

Language: English - Date: 2003-12-15 18:02:48
44Cybernetics / Machine learning / Support vector machine / E-learning / Educational software / Education / Statistics / Learning

Experiences and Lessons in Developing Machine Learning Software Chih-Jen Lin Department of Computer Science National Taiwan University

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Source URL: cikm2014.fudan.edu.cn

Language: English - Date: 2014-11-16 10:05:50
45Statistical classification / Support vector machine

Chih-Jen Lin • PERSONAL DATA 1. Address: Department of Computer Science and Information Engineering, National Taiwan University, Taipei 106, Taiwan 2. Phone: ([removed], Fax: ([removed]. E-mail: cjlin@csi

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Source URL: www.csie.ntu.edu.tw

Language: English - Date: 2014-09-22 03:35:21
46Data mining / Computational linguistics / Automatic summarization / Linguistics / Video processing / Shot transition detection / Information science / ROUGE / Evaluation of machine translation / Machine translation / Natural language processing / Science

Large-Scale Video Summarization Using Web-Image Priors Aditya Khosla† Raffay Hamid‡ Chih-Jen Lin∗ Neel Sundaresan‡ †

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Source URL: people.csail.mit.edu

Language: English - Date: 2013-04-30 06:01:36
47Statistical classification / Support vector machines / Vector space / Sequential minimal optimization / Algebra / Mathematics / Statistics

LIBSVM: A Library for Support Vector Machines Chih-Chung Chang and Chih-Jen Lin Department of Computer Science

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Source URL: www.csie.ntu.edu.tw

Language: English - Date: 2013-03-04 03:07:58
48Multivariate statistics / Operations research / Linear algebra / Matrix theory / Non-negative matrix factorization / Mathematical optimization / Coordinate descent / Gradient descent / Least squares / Numerical analysis / Mathematics / Statistics

Projected Gradient Methods for Non-negative Matrix Factorization Chih-Jen Lin

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Source URL: www.csie.ntu.edu.tw

Language: English - Date: 2011-04-07 10:47:46
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