Chih-Jen Lin
Chih-Jen Lin
Professor of Computer Science, National Taiwan University
Verifierad e-postadress på csie.ntu.edu.tw - Startsida
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LIBSVM: A library for support vector machines
CC Chang, CJ Lin
ACM Transactions on Intelligent Systems and Technology (TIST) 2 (3), 27, 2011
45957*2011
LIBSVM: A library for support vector machines
CC Chang, CJ Lin
ACM Transactions on Intelligent Systems and Technology (TIST) 2 (3), 27, 2011
415092011
LIBSVM: A library for support vector machines
CC Chang, CJ Lin
ACM transactions on intelligent systems and technology (TIST) 2 (3), 1-27, 2011
414962011
LIBSVM: A library for support vector machines
CC Chang, CJ Lin
ACM transactions on intelligent systems and technology (TIST) 2 (3), 1-27, 2011
414802011
LIBSVM: a Library for Support Vector Machines
C Chang, CJ Lin
41480*2001
A comparison of methods for multiclass support vector machines
CW Hsu, CJ Lin
IEEE transactions on Neural Networks 13 (2), 415-425, 2002
89162002
LIBLINEAR: A library for large linear classification
RE Fan, KW Chang, CJ Hsieh, XR Wang, CJ Lin
Journal of machine learning research 9 (Aug), 1871-1874, 2008
80402008
A practical guide to support vector classification
CW Hsu, CC Chang, CJ Lin
74792003
LIBSVM: a library for support vector machines, 2001
CC Chang
http://www. csie. ntu. edu. tw/cjlin/libsvm, 2001
55522001
LIBSVM: a library for support vector machines, 2001
CC Chang
http://www. csie. ntu. edu. tw/cjlin/libsvm, 2001
54652001
Probability estimates for multi-class classification by pairwise coupling
TF Wu, CJ Lin, RC Weng
Journal of Machine Learning Research 5 (Aug), 975-1005, 2004
21132004
Asymptotic behaviors of support vector machines with Gaussian kernel
SS Keerthi, CJ Lin
Neural computation 15 (7), 1667-1689, 2003
19712003
Working set selection using second order information for training support vector machines
RE Fan, PH Chen, CJ Lin
Journal of machine learning research 6 (Dec), 1889-1918, 2005
19582005
Projected gradient methods for nonnegative matrix factorization
CJ Lin
Neural computation 19 (10), 2756-2779, 2007
18272007
Combining SVMs with various feature selection strategies
YW Chen, CJ Lin
Feature extraction, 315-324, 2006
10222006
A dual coordinate descent method for large-scale linear SVM
CJ Hsieh, KW Chang, CJ Lin, SS Keerthi, S Sundararajan
Proceedings of the 25th international conference on Machine learning, 408-415, 2008
9772008
A note on Platt’s probabilistic outputs for support vector machines
HT Lin, CJ Lin, RC Weng
Machine learning 68 (3), 267-276, 2007
9362007
Load forecasting using support vector machines: A study on EUNITE competition 2001
BJ Chen, MW Chang
IEEE transactions on power systems 19 (4), 1821-1830, 2004
8852004
A study on sigmoid kernels for SVM and the training of non-PSD kernels by SMO-type methods
HT Lin, CJ Lin
submitted to Neural Computation 3 (1-32), 16, 2003
7852003
Trust region newton method for logistic regression
CJ Lin, RC Weng, SS Keerthi
Journal of Machine Learning Research 9 (Apr), 627-650, 2008
603*2008
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Artiklar 1–20