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機構	日期	題名	作者
臺大學術典藏	2018-09-10T05:57:03Z	A study on SMO-type decomposition methods for support vector machines	Chen, Pai-Hsuen; Fan, Rong-En; Lin, Chih-Jen; CHIH-JEN LIN
臺大學術典藏	2018-09-10T05:57:02Z	Ranking individuals by group comparisons	Huang, Tzu-Kuo; Lin, Chih-Jen; Weng, Ruby C.; CHIH-JEN LIN
臺大學術典藏	2018-09-10T04:52:39Z	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; CHIH-JEN LIN
臺大學術典藏	2018-09-10T04:52:39Z	Analysis of switching dynamics with competing support vector machines	Chang, Ming-Wei; Lin, Chih-Jen; Weng, R.C.-H.; Chang, Ming-Wei; Lin, Chih-Jen; Weng, R.C.-H.; CHIH-JEN LIN
臺大學術典藏	2018-09-10T04:32:09Z	Radius Margin Bounds for Support Vector Machines with the RBF Kernel	Sun, Chia-Liang; Wang, Li-Lun; Lin, Chih-Jen; CHIH-JEN LIN; Chung, Kai-Min; Kao, Wei-Chun
臺大學術典藏	2018-09-10T04:32:09Z	Asymptotic behaviors of support vector machines with gaussian kernel	Keerthi, S. Sathiya; Lin, Chih-Jen; CHIH-JEN LIN
臺大學術典藏	2018-09-10T04:32:09Z	A study of reduced support vector machines	Lin, Kuan-Min; Lin, Chih-Jen; CHIH-JEN LIN
臺大學術典藏	2018-09-10T04:12:08Z	Asymptotic convergence of an SMO algorithm without any assumptions	Lin, Chih-Jen; CHIH-JEN LIN
臺大學術典藏	2018-09-10T04:12:08Z	A formal analysis of stopping criteria of decomposition methods for support vector machines	Lin, Chih-Jen; CHIH-JEN LIN
臺大學術典藏	2018-09-10T03:47:12Z	Solving quadratic semi-infinite programming problems by using relaxed cutting-plane scheme	Fang, Shu-Cherng; Lin, Chih-Jen; Wu, Soon-Yi; CHIH-JEN LIN
臺大學術典藏	2018-09-10T03:47:12Z	Solving General Capacity Problem by Relaxed Cutting Plane Approach	CHIH-JEN LIN; Wu, Soon-Yi; Fang, Shu-Cherng; Lin, Chih-Jen
臺大學術典藏	2018-09-10T03:28:56Z	The analysis of decomposition methods for support vector machines	Chang, Chih-Chung; Hsu, Chih-Wei; Lin, Chih-Jen; CHIH-JEN LIN
臺大學術典藏	2017	Automatic Valve Plane Localization in Myocardial Perfusion SPECT/CT by Machine Learning: Anatomic and Clinical Validation	Betancur, Julian;Rubeaux, Mathieu;Fuchs, Tobias A.;Otaki, Yuka;Arnson, Yoav;Slipczuk, Leandro;Benz, Dominik C.;Germano, Guido;Dey, Damini;Lin, Chih-Jen;Berman, Daniel S.;Kaufmann, Philipp A.;Slomka, Piotr J.; Otaki, Yuka; Arnson, Yoav; Slipczuk, Leandro; Benz, Dominik C.; Germano, Guido; Dey, Damini; Lin, Chih-Jen; Berman, Daniel S.; Kaufmann, Philipp A.; Slomka, Piotr J.; CHIH-JEN LIN; Betancur, Julian; Rubeaux, Mathieu; Fuchs, Tobias A.
臺大學術典藏	2017	Selection of Negative Samples for One-class Matrix Factorization.	Yu, Hsiang-Fu;Bilenko, Mikhail;Lin, Chih-Jen; Yu, Hsiang-Fu; Bilenko, Mikhail; Lin, Chih-Jen; CHIH-JEN LIN
臺大學術典藏	2017	Limited-memory Common-directions Method for Distributed Optimization and its Application on Empirical Risk Minimization.	Lee, Ching-Pei;Wang, Po-Wei;Chen, Weizhu;Lin, Chih-Jen; Lee, Ching-Pei; Wang, Po-Wei; Chen, Weizhu; Lin, Chih-Jen; CHIH-JEN LIN
臺大學術典藏	2016	Parallel Dual Coordinate Descent Method for Large-scale Linear Classification in Multi-core Environments.	CHIH-JEN LIN; Lin, Chih-Jen; Lee, Mu-Chu; Chiang, Wei-Lin;Lee, Mu-Chu;Lin, Chih-Jen; Chiang, Wei-Lin
臺大學術典藏	2016	Linear and Kernel Classification: When to Use Which?	Huang, Hsin-Yuan; Lin, Chih-Jen; CHIH-JEN LIN
臺大學術典藏	2015	A Learning-Rate Schedule for Stochastic Gradient Methods to Matrix Factorization.	Chin, Wei-Sheng;Zhuang, Yong;Juan, Yu-Chin;Lin, Chih-Jen; Chin, Wei-Sheng; Zhuang, Yong; Juan, Yu-Chin; Lin, Chih-Jen; CHIH-JEN LIN
臺大學術典藏	2014	Support Vector Machines.	Wang, Po-Wei;Lin, Chih-Jen; Wang, Po-Wei; Lin, Chih-Jen; CHIH-JEN LIN
臺大學術典藏	2013	Large-Scale Video Summarization Using Web-Image Priors.	Khosla, Aditya;Hamid, Raffay;Lin, Chih-Jen;Sundaresan, Neel; Khosla, Aditya; Hamid, Raffay; Lin, Chih-Jen; Sundaresan, Neel; CHIH-JEN LIN
臺大學術典藏	2013	Dense Non-rigid Point-Matching Using Random Projections.	CHIH-JEN LIN; Lin, Chih-Jen; DeCoste, Dennis; Hamid, Raffay; Hamid, Raffay;DeCoste, Dennis;Lin, Chih-Jen
國立政治大學	2011.01	A Bayesian Approximation Method for Online Ranking	翁久幸; Weng,Ruby C. ; Lin, Chih-Jen
國立臺灣大學	2011	Novel Models and Ensemble Techniques to Discriminate Favorite Items from Unrated Ones for Personalized Music Recommendation	McKenzie, Todd G.; Ferng, Chun-Sung; Chen, Yao-Nan; Li, Chun-Liang; Tsai, Cheng-Hao; Wu, Kuan-Wei; Chang, Ya-Hsuan; Li, Chung-Yi; Lin, Wei-Shih; Yu, Shu-Hao; Lin, Chieh-Yen; Wang, Po-Wei; Ni, Chia-Mau; Su, Wei-Lun; Kuo, Tsung-Ting; Tsai, Chen-Tse; Chen, Po-Lung; Chiu, Rong-Bing; Chou, Ku-Chun; Chou, Yu-Cheng; Wang, Chien-Chih; Wu, Chen-Hung; Lin, Hsuan-Tien; Lin, Chih-Jen; Lin, Shou-De
國立臺灣大學	2011	A Linear Ensemble of Individual and Blended Models for Music Rating Prediction	Chen, Po-Lung; Tsai, Chen-Tse; Chen, Yao-Nan; Chou, Ku-Chun; Li, Chun-Liang; Tsai, Cheng-Hao; Wu, Kuan-Wei; Chou, Yu-Cheng; Li, Chung-Yi; Lin, Wei-Shih; Yu, Shu-Hao; Chiu, Rong-Bing; Lin, Chieh-Yen; Wang, Chien-Chih; Wang, Po-Wei; Su, Wei-Lun; Wu, Chen-Hung; Kuo, Tsung-Ting; McKenzie, Todd G.; Chang, Ya-Hsuan; Ferng, Chun-Sung; Ni, Chia-Mau; Lin, Hsuan-Tien; Lin, Chih-Jen; Lin, Shou-De
臺大學術典藏	2011	Novel Models and Ensemble Techniques to Discriminate Favorite Items from Unrated Ones for Personalized Music Recommendation	McKenzie, Todd G.; Lin, Hsuan-Tien; Lin, Chih-Jen; Lin, Shou-De et al.; Mckenzie, Todd G.; Ferng, Chun-Sung; Chen, Yao-Nan; Li, Chun-Liang; Tsai, Cheng-Hao; Wu, Kuan-Wei; Chang, Ya-Hsuan; Li, Chung-Yi; Lin, Wei-Shih; Yu, Shu-Hao; Lin, Chieh-Yen; Wang, Po-Wei; Ni, Chia-Mau; Su, Wei-Lun; Kuo, Tsung-Ting; Tsai, Chen-Tse; Chen, Po-Lung; Chiu, Rong-Bing; Chou, Ku-Chun; Chou, Yu-Cheng; Wang, Chien-Chih; Wu, Chen-Hung; Lin, Hsuan-Tien; Lin, Chih-Jen; Lin, Shou-De
臺大學術典藏	2011	A Linear Ensemble of Individual and Blended Models for Music Rating Prediction	Chen, Po-Lung; Lin, Hsuan-Tien; Lin, Chih-Jen; Lin, Shou-De et al.; Chen, Po-Lung; Tsai, Chen-Tse; Chen, Yao-Nan; Chou, Ku-Chun; Li, Chun-Liang; Tsai, Cheng-Hao; Wu, Kuan-Wei; Chou, Yu-Cheng; Li, Chung-Yi; Lin, Wei-Shih; Yu, Shu-Hao; Chiu, Rong-Bing; Lin, Chieh-Yen; Wang, Chien-Chih; Wang, Po-Wei; Su, Wei-Lun; Wu, Chen-Hung; Kuo, Tsung-Ting; Mckenzie, Todd G.; Chang, Ya-Hsuan; Ferng, Chun-Sung; Ni, Chia-Mau; Lin, Hsuan-Tien; Lin, Chih-Jen; Lin, Shou-De
國立高雄第一科技大學	2010-07-22	在分波多工網路下超大容量配置之多路由演算法	林智仁; Lin Chih-Jen
國立臺灣大學	2010-04	Training and Testing Low-degree Polynomial Data Mappings via Linear SVM	Chang, Yin-Wen; Hsieh, Cho-Jui; Chang, Kai-Wei; Ringgaard, Michael; Lin, Chih-Jen
臺大學術典藏	2010-04	Training and Testing Low-degree Polynomial Data Mappings via Linear SVM	Chang, Yin-Wen; Hsieh, Cho-Jui; Chang, Kai-Wei; Ringgaard, Michael; Lin, Chih-Jen; Chang, Yin-Wen; Hsieh, Cho-Jui; Chang, Kai-Wei; Ringgaard, Michael; Lin, Chih-Jen
國立臺灣大學	2010-02	Iterative Scaling and Coordinate Descent Methods for Maximum Entropy	Huang, Fang-Lan; Hsieh, Cho-Jui; Chang, Kai-Wei; Lin, Chih-Jen
高雄醫學大學	2010	硬皮症合併單眼葡萄膜炎及阻塞性視網膜動脈炎	林治仁;張祐誠;鄭凱駿;吳文權 ; Lin, Chih-Jen;Chang, Yo-Chen;Cheng, Kai-Chun;Wu , Wen-Chuan
國立臺灣大學	2010	Feature Engineering and Classifier Ensemble for KDD Cup 2010	Yu, Hsiang-Fu; Lo, Hung-Yi; Hsieh, Hsun-Ping; Lou, Jing-Kai; McKenzie, Todd G.; Chou, Jung-Wei; Chung, Po-Han; Ho, Chia-Hua; Chang, Chun-Fu; Wei, Yin-Hsuan; Weng, Jui-Yu; Yan, En-Syu; Chang, Che-Wei; Kuo, Tsung-Ting; Lo, Yi-Chen; Chang, Po Tzu; Po, Chieh; Wang, Chien-Yuan; Huang, Yi-Hung; Hung, Chen-Wei; Ruan, Yu-Xun; Lin, Yu-Shi; Lin, Shou-de; Lin, Hsuan-Tien; Lin, Chih-Jen
臺大學術典藏	2010	Feature Engineering and Classifier Ensemble for KDD Cup 2010	Lin, Chih-Jen; Yu, Hsiang-Fu; Lo, Yi-Chen; Lin, Shou-de; Lin, Hsuan-Tien; Lin, Chih-Jen et al.; Yu, Hsiang-Fu; Lo, Hung-Yi; Hsieh, Hsun-Ping; Lou, Jing-Kai; Mckenzie, Todd G.; Chou, Jung-Wei; Chung, Po-Han; Ho, Chia-Hua; Chang, Chun-Fu; Wei, Yin-Hsuan; Weng, Jui-Yu; Yan, En-Syu; Chang, Che-Wei; Kuo, Tsung-Ting; Lin, Hsuan-Tien; Lo, Yi-Chen; Chang, Po Tzu; Po, Chieh; Wang, Chien-Yuan; Huang, Yi-Hung; Hung, Chen-Wei; Ruan, Yu-Xun; Lin, Yu-Shi; Lin, Shou-De
臺大學術典藏	2010	Active learning strategies using SVMs.	Tsai, Ming-Hen; Ho, Chia-Hua; Lin, Chih-Jen; CHIH-JEN LIN; Tsai, Ming-Hen;Ho, Chia-Hua;Lin, Chih-Jen
亞洲大學	2009	Implementing an Adaptive Learning Platform by Integrating Digital Archives and Interactive Test–A Case Study of “Aborigine Unit” in Elementary School Social Area	LIN, CHIH-JEN
國立臺灣大學	2009	Decomposition algorithm model for singly linearly constrained problems subject to lower and upper bounds	Lin, Chih-Jen; Lucidi, Stefano; Palagi, Laura; Risi, Arnaldo; Sci, Marco; rone
國立臺灣大學	2009	An Ensemble of Three Classifiers for KDD Cup 2009: Expanded Linear Model, Heterogeneous Boosting, and Selective Na ve Bayes	Lo, Hung-Yi; Chang, Kai-Wei; Chen, Shang-Tse; Chiang, Tsung-Hsien; Ferng, Chun-Sung; Hsieh, Cho-Jui; Ko, Yi-Kuang; Kuo, Tsung-Ting; Lai, Hung-Che; Lin, Ken-Yi; Wang, Chia-Hsuan; Yu, Hsiang-Fu; Lin, Chih-Jen; Lin, Hsuan-Tien; Lin, Shou-de
臺大學術典藏	2009	An Ensemble of Three Classifiers for KDD Cup 2009: Expanded Linear Model, Heterogeneous Boosting, and Selective Na ve Bayes	Chen, Shang-Tse; Chiang, Tsung-Hsien; Ferng, Chun-Sung; Hsieh, Cho-Jui; Ko, Yi-Kuang; Kuo, Tsung-Ting; Lai, Hung-Che; Lin, Ken-Yi; Wang, Chia-Hsuan; Yu, Hsiang-Fu; Lin, Chih-Jen; Lin, Hsuan-Tien; Lin, Shou-de; Chang, Kai-Wei; Lo, Hung-Yi;Chang, Kai-Wei;Chen, Shang-Tse;Chiang, Tsung-Hsien;Ferng, Chun-Sung;Hsieh, Cho-Jui;Ko, Yi-Kuang;Kuo, Tsung-Ting;Lai, Hung-Che;Lin, Ken-Yi;Wang, Chia-Hsuan;Yu, Hsiang-Fu;Lin, Chih-Jen;Lin, Hsuan-Tien;Lin, Shou-de; Lo, Hung-Yi
國立政治大學	2008-06	Trust Region Newton Method for Logistic Regression	翁久幸; Lin, Chih-Jen ; Weng, Ruby C. ; Keerthi, S. Sathiya
國立臺灣大學	2008	Trust Region Newton Method for Logistic Regression	Lin, Chih-Jen; Weng, Ruby C.; Keerthi, S. Sathiya
國立臺灣大學	2008	Coordinate Descent Method for Large-scale L2-loss Linear Support Vector Machines-	Chang, Kai-Wei; Hsieh, Cho-Jui; Lin, Chih-Jen
國立臺灣大學	2008	LIBLINEAR: A library for large linear classification	Fan, Rong-En; Chang, Kai-Wei; Hsieh, Cho-Jui; Wang, Xiang-Rui; Lin, Chih-Jen
國立臺灣大學	2008	Ranking individuals by group comparisons	Huang, Tzu-Kuo; Lin, Chih-Jen; Weng, Ruby C.
國立臺灣大學	2008	Cross-generation and cross-laboratory predictions of Affymetrix microarrays by rank-based methods	Liu, Hsi-Che; Chen, Chien-Yu; Liu, Yu-Ting; Chu, Cheng-Bang; Liang, Der-Cherng; Shih, Lee-Yung; Lin, Chih-Jen
國立臺灣大學	2008	Derivation of embryonic stem cell by nuclear transfer using cryopreserved eggs	Chang, Ching-Chien; Sung, Li-Ying; Amano, Tomokazu; Amano, Misa; Lin, Chih-Jen; Nagy, Zsolt Peter; Xu, Jie; Tian, Xiuchun Cindy; Yang, Xiangzhong
國立政治大學	2007-10	A note on Platt''s probabilistic outputs for support vector machines	Lin,Hsuan-Tien;Lin,Chih-Jen;Weng,Ruby C.
臺大學術典藏	2007-04-19T03:15:33Z	Decomposition methods for linear support vector machines	Sun, Tony; Lin, Chih-Jen; Kao, Wei-Chun; Chung, Kai-Min; Chung, Kai-Min; Kao, Wei-Chun; Sun, Tony; Lin, Chih-Jen
臺大學術典藏	2007-04-19T03:10:44Z	A note on the decomposition methods for support vector regression	Liao, Shuo-Peng; Lin, Hsuan-Tien; Lin, Chih-Jen; Liao, Shuo-Peng; Lin, Hsuan-Tien; Lin, Chih-Jen
國立臺灣大學	2007	Projected gradient methods for nonnegative matrix factorization	Lin, Chih-Jen
國立臺灣大學	2007	On the convergence of multiplicative update algorithms for nonnegative matrix factorization	Lin, Chih-Jen

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