| 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 |
| 國立臺灣大學 |
2007 |
A note on Platt’s probabilistic outputs for support vector machines
|
Lin, Hsuan-Tien; Lin, Chih-Jen; Weng, Ruby C. |
| 國立臺灣大學 |
2007 |
Projected Gradient Methods for Non-negative Matrix Factorization
|
Lin, Chih-Jen |
| 國立臺灣大學 |
2007 |
A note on Platt's probabilistic outputs for support vector machines
|
Lin, Hsuan-Tien; Lin, Chih-Jen; Weng, Ruby C. |
| 國立政治大學 |
2007 |
Trust region Newton method for large-scale logistic regression.
|
Lin, Chih-Jen;Weng, Ruby C.;Keerthi, S. Sathiya; 翁久幸; Weng, Ruby C. |
| 臺大學術典藏 |
2007 |
A note on Platt's probabilistic outputs for support vector machines
|
Lin, Hsuan-Tien; Lin, Chih-Jen; Weng, Ruby C.; Lin, Hsuan-Tien; Lin, Chih-Jen; Weng, Ruby C. |
| 臺大學術典藏 |
2006-09-27T10:57:01Z |
Leave-one-out Bounds for Support Vector Regression Model Selection
|
Lin, Chih-Jen; Chang, Ming-Wei; Chang, Ming-Wei; Lin, Chih-Jen |
| 國立政治大學 |
2006-01 |
A Generalized Bradley-Terry Model: From Group Competition to Individual Skill
|
Huang, Tzu-Kuo;翁久幸;林智仁; Huang, Tzu-Kuo;Ruby C. Weng;Lin ,Chih-Jen |
| 國立政治大學 |
2006 |
Generalized Bradley-Terry Models and Multi-Class Probability Estimates
|
Weng, Ruby C.;Huang, Tzu-kuo;Lin, Chih-jen; 翁久幸 |
| 國立臺灣大學 |
2006 |
LIBSVM: a Library for Support Vector Machines
|
Chang, Chih-Chung; Lin, Chih-Jen |
| 國立臺灣大學 |
2006 |
On the Convergence of Multiplicative Update Algorithms for Non-negative Matrix Factorization
|
Lin, Chih-Jen |
| 國立臺灣大學 |
2006 |
Projected Gradient Methods for Non-negative Matrix Factorization
|
Lin, Chih-Jen |
| 國立臺灣大學 |
2006 |
A study on SMO-type decomposition methods for support vector machines
|
Chen, Pai-Hsuen; Fan, Rong-En; Lin, Chih-Jen |
| 國立臺灣大學 |
2006 |
Generalized Bradley-Terry models and multi-class probability estimates
|
Huang, Tzu-Kuo; Weng, Ruby C.; Lin, Chih-Jen |
| 臺大學術典藏 |
2006 |
LIBSVM: a Library for Support Vector Machines
|
Chang, Chih-Chung; Lin, Chih-Jen; Chang, Chih-Chung; Lin, Chih-Jen |
| 臺大學術典藏 |
2006 |
On the Convergence of Multiplicative Update Algorithms for Non-negative Matrix Factorization
|
Lin, Chih-Jen; Lin, Chih-Jen |
| 臺大學術典藏 |
2006 |
Projected Gradient Methods for Non-negative Matrix Factorization
|
Lin, Chih-Jen; Lin, Chih-Jen |
| 國立成功大學 |
2005-09 |
Enhanced Resonant Raman Scattering and Electron-Phonon Coupling from Self-Assembled Secondary ZnO Nanoparticles
|
Cheng, Hsin-Ming; Lin, Kuo-Feng; Hsu, Hsu-Cheng; Lin, Chih-Jen; Lin, Li-Jiaun; Hsieh, Wen-Feng |
| 國立臺灣大學 |
2005-09 |
Optimization, Support Vector Machines, and Machine Learning
|
Lin, Chih-Jen |
| 臺大學術典藏 |
2005-09 |
Optimization, Support Vector Machines, and Machine Learning
|
Lin, Chih-Jen; Lin, Chih-Jen |
| 國立成功大學 |
2005-07-07 |
應用電腦叢集計算之流場數值模擬分析
|
林智仁; Lin, Chih-Jen |
| 國立成功大學 |
2005-07-07 |
應用電腦叢集計算之流場數值模擬分析
|
林智仁; Lin, Chih-Jen |
| 國立臺灣大學 |
2005-07 |
Combining svms with various feature selection strategies
|
Chen, Yi-Wei; Lin, Chih-Jen |
| 臺大學術典藏 |
2005-07 |
Combining svms with various feature selection strategies
|
Chen, Yi-Wei; Lin, Chih-Jen; Chen, Yi-Wei; Lin, Chih-Jen |
| 國立臺灣大學 |
2005-03-06 |
a study on sigmoid kernels for svm and the training of non-psd
|
Lin, Hsuan-Tien; Lin, Chih-Jen |
| 臺大學術典藏 |
2005-03-06 |
a study on sigmoid kernels for svm and the training of non-psd
|
Lin, Hsuan-Tien; Lin, Chih-Jen; Lin, Hsuan-Tien; Lin, Chih-Jen |
| 國立臺灣大學 |
2005 |
Working Set Selection Using Second Order Information for Training SVM
|
Lin, Chih-Jen |
| 國立臺灣大學 |
2005 |
Working Set Selection Using Second Order Information for Training Support Vector Machines
|
Fan, Rong-En; Chen, Pai-Hsuen; Lin, Chih-Jen |
| 國立臺灣大學 |
2005 |
Leave-one-out Bounds for Support Vector Regression Model Selection
|
Chang, Ming-Wei; Lin, Chih-Jen |
| 國立臺灣大學 |
2005 |
A Tutorial on $nu$-Support Vector Machines
|
Chen, Pai-Hsuen; Lin, Chih-Jen; Scholkopf, Bernhard |
| 臺大學術典藏 |
2005 |
Working Set Selection Using Second Order Information for Training SVM
|
Lin, Chih-Jen; Lin, Chih-Jen |
| 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. |