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机构	日期	题名	作者
臺大學術典藏	2005	Working Set Selection Using Second Order Information for Training Support Vector Machines	Fan, Rong-En; Chen, Pai-Hsuen; Lin, Chih-Jen; Fan, Rong-En; Chen, Pai-Hsuen; Lin, Chih-Jen
臺大學術典藏	2005	A Tutorial on $nu$-Support Vector Machines	Chen, Pai-Hsuen; Lin, Chih-Jen; Scholkopf, Bernhard; Chen, Pai-Hsuen; Lin, Chih-Jen; Scholkopf, Bernhard
國立政治大學	2004-08	Probability Estimates for Multi-class Classification by Pairwise Coupling	吳亭範;林智仁;翁久幸; Wu, Ting-Fan;Lin ,Chih-Jen;Ruby C. Weng
國立政治大學	2004-05	Analysis of Switching Dynamics with Competing Support Vector Machine	張洺偉;林智仁;翁久幸; Chang, Ming-Wei;Lin, Chih-Jen;Weng, Ruby C.
國立臺灣大學	2004-03	Probability estimates for multi-class classification by pairwise coupling	Wu, Ting Fan; Lin, Chih Jen; Weng, Ruby C.
國立臺灣大學	2004	Support vector machines for data classification	Lin, Chih-Jen
國立臺灣大學	2004	Decomposition Methods for Linear Support Vector Machines	Kao, Wei-Chun; Chung, Kai-Min; Sun, Chia-Liang; Lin, Chih-Jen
國立臺灣大學	2004	Support vector machines for data classification and regression	Lin, Chih-Jen
國立臺灣大學	2004	Some Thoughts on Machine Learning Software Design	Lin, Chih-Jen
國立臺灣大學	2004	Probability Estimates for Multi-class Classification by Pairwise Coupling	Wu, Ting-Fan; Lin, Chih-Jen; Ruby, C. Weng
國立臺灣大學	2004	Simple Probabilistic Predictions for Support Vector Regression	Lin, Chih-Jen; Weng, Ruby-C.
國立臺灣大學	2004	Predicting subcellular localization of proteins for Gram-negative bacteria by support vector machines based on n-peptide compositions	Yu, Chin-Sheng; Lin, Chih-Jen; Hwang, Jenn-Kang
國立臺灣大學	2004	Analysis of switching dynamics with competing support vector machines	Chang, Ming-Wei; Lin, Chih-Jen; Weng, R.C.-H.
國立臺灣大學	2004	Decomposition methods for linear support vector machines	Kao, Wei-Chun; Chung, Kai-Min; Sun, Chia-Liang; Lin, Chih-Jen
國立臺灣大學	2004	Load forecasting using support vector machines: A study on EUNITE competition 2001	Chen, Bo-Juen; Chang, Ming-Wei; Lin, Chih-Jen
臺大學術典藏	2004	Support vector machines for data classification	Lin, Chih-Jen; Lin, Chih-Jen
臺大學術典藏	2004	Decomposition Methods for Linear Support Vector Machines	Kao, Wei-Chun; Chung, Kai-Min; Sun, Chia-Liang; Lin, Chih-Jen; Kao, Wei-Chun; Chung, Kai-Min; Sun, Chia-Liang; Lin, Chih-Jen
臺大學術典藏	2004	Support vector machines for data classification and regression	Lin, Chih-Jen; Lin, Chih-Jen
臺大學術典藏	2004	Some Thoughts on Machine Learning Software Design	Lin, Chih-Jen; Lin, Chih-Jen
臺大學術典藏	2004	Simple Probabilistic Predictions for Support Vector Regression	Lin, Chih-Jen; Weng, Ruby-C.; Lin, Chih-Jen; Weng, Ruby-C.
臺大學術典藏	2004	Probability Estimates for Multi-class Classification by Pairwise Coupling	Wu, Ting-Fan; Lin, Chih-Jen; Ruby, C. Weng; Wu, Ting-Fan; Lin, Chih-Jen; Ruby, C. Weng
臺大學術典藏	2004	Load forecasting using support vector machines: A study on EUNITE competition 2001	Chen, Bo-Juen; Chang, Ming-Wei; Lin, Chih-Jen; Chen, Bo-Juen; Chang, Ming-Wei; Lin, Chih-Jen
國立臺灣大學	2003-11-02	a tutorial on ν -support vector machines	Chen, Pai-Hsuen; Lin, Chih-Jen; Scholkopf, Bernhard
臺大學術典藏	2003-11-02	a tutorial on ν -support vector machines	Chen, Pai-Hsuen; Lin, Chih-Jen; Scholkopf, Bernhard; Chen, Pai-Hsuen; Lin, Chih-Jen; Scholkopf, Bernhard
國立臺灣大學	2003-04	Decomposition methods for linear support vector machines	Chung, Kai-Min; Kao, Wei-Chun; Sun, Tony; Lin, Chih-Jen
國立臺灣大學	2003-01-29	Can Support Vector Machine be a Major Classification Method ?	Lin, Chih-Jen
臺大學術典藏	2003-01-29	Can Support Vector Machine be a Major Classification Method ?	Lin, Chih-Jen; Lin, Chih-Jen
國立臺灣大學	2003	A practical guide to support vector classification	Lin, Chih-Jen
國立臺灣大學	2003	A practical guide to support vector classification	Hsu, Chih-Wei; Chang, Chih-Chung; Lin, Chih-Jen
國立臺灣大學	2003	Special issue on support vector machines	Campbell, Colin; Lin, Chih-Jen; Keerthi, S. Sathiva; Sanchez A, David V.
國立臺灣大學	2003	Fine-grained protein fold assignment by support vector machines using generalized npeptide coding schemes and jury voting from multiple-parameter sets	Yu, Chin-Sheng; Wang, Jung-Ying; Yang, Jinn-Moon; Lyu, Ping-Chiang; Lin, Chih-Jen; Hwang, Jenn-Kang
國立臺灣大學	2003	A study on reduced support vector machines	Lin, Kuan-Ming; Lin, Chih-Jen
國立臺灣大學	2003	Asymptotic behaviors of support vector machines with Gaussian kernel	Keerthi, S. Sathiya; Lin, Chih-Jen
國立臺灣大學	2003	Radius margin bounds for support vector machines with the RBF kernel	Chung, Kai-Min; Kao, Wei-Chun; Sun, Chia-Liang; Wang, Li-Lun; Lin, Chih-Jen
國立臺灣大學	2003	A study on reduced support vector machines	Lin, Kuan-Min; Lin, Chih-Jen
臺大學術典藏	2003	A practical guide to support vector classification	Lin, Chih-Jen; Lin, Chih-Jen
臺大學術典藏	2003	A practical guide to support vector classification	Hsu, Chih-Wei; Chang, Chih-Chung; Lin, Chih-Jen; Hsu, Chih-Wei; Chang, Chih-Chung; Lin, Chih-Jen
臺大學術典藏	2003	A practical guide to support vector classification	Hsu, Chih-Wei; Chang, Chih-Chung; Lin, Chih-Jen; Hsu, Chih-Wei; Chang, Chih-Chung; Lin, Chih-Jen
臺大學術典藏	2003	Fine-grained protein fold assignment by support vector machines using generalized npeptide coding schemes and jury voting from multiple-parameter sets	Yu, Chin-Sheng; Wang, Jung-Ying; Yang, Jinn-Moon; Lyu, Ping-Chiang; Lin, Chih-Jen; Hwang, Jenn-Kang; Yu, Chin-Sheng; Wang, Jung-Ying; Yang, Jinn-Moon; Lyu, Ping-Chiang; Lin, Chih-Jen; Hwang, Jenn-Kang
國立臺灣大學	2002-11	Radius margin bounds for support vector machines with the RBF kernel	Chung, Kai-Min; Kao, Wei-Chun; Sun, Tony; Wang, Li-Lun; Lin, Chih-Jen
國立臺灣大學	2002-11	Adaptive deterministic annealing for two applications: competing SVR of switching dynamics and travelling salesman problems	Chang, Ming-Wei; Lin, Chih-Jen; Weng, Ruby C.
臺大學術典藏	2002-11	Adaptive deterministic annealing for two applications: competing SVR of switching dynamics and travelling salesman problems	Chang, Ming-Wei; Lin, Chih-Jen; Weng, Ruby C.; Chang, Ming-Wei; Lin, Chih-Jen; Weng, Ruby C.
國立臺灣大學	2002-05	Analysis of switching dynamics with competing support vector machines	Chang, Ming-Wei; Lin, Chih-Jen; Weng, R.C.
國立臺灣大學	2002-01-23	Analysis of Switching Dynamics with Competing Support Vector Machines	Chang, Ming-Wei; Lin, Chih-Jen; Weng, R.C.
臺大學術典藏	2002-01-23	Analysis of Switching Dynamics with Competing Support Vector Machines	Chang, Ming-Wei; Lin, Chih-Jen; Weng, R.C.; Chang, Ming-Wei; Lin, Chih-Jen; Weng, R.C.
國立政治大學	2002	Analysis of Nonstationary Time Series Using Support Vector Machines	Weng, Ruby C.;Lin, Chih-jen;Chang, Ming-wei; 翁久幸
國立臺灣大學	2002	A Simple Decomposition Method for Support Vector Machines	Hsu, Chih-Wei; Lin, Chih-Jen
國立臺灣大學	2002	A comparison of methods for multiclass support vector machines	Hsu, Chih-Wei; Lin, Chih-Jen
國立臺灣大學	2002	A note on the decomposition methods for support vector regression	Liao, Shuo-Peng; Lin, Hsuan-Tien; Lin, Chih-Jen
國立臺灣大學	2002	Training v-support vector regression: Theory and algorithms	Chang, Chih-Chung; Lin, Chih-Jen

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