Results 1-142 of 142 (Search time: 0.004 seconds).

Issue DateTitleAuthor(s)TypescopusWOSFulltext/Archive link
12016Fast matrix-vector multiplications for large-scale logistic regression on shared-memory systemsCHIH-JEN LIN conference paper90
22015Combination of feature engineering and ranking models for paper-author identification in KDD Cup 2013CHIH-JEN LIN journal article54
32015Effective string processing and matching for author disambiguationCHIH-JEN LIN journal article75
42015Warm Start for parameter selection of linear classifiersCHIH-JEN LIN conference paper80
52015Subsampled Hessian Newton methods for supervised learningCHIH-JEN LIN journal article75
62015A learning-rate schedule for stochastic gradient methods to matrix factorizationCHIH-JEN LIN book210
72015A fast parallel stochastic gradient method for matrix factorization in shared memory systemsCHIH-JEN LIN journal article4533
82015Large-scale logistic regression and linear support vector machines using sparkCHIH-JEN LIN conference paper520
92015Distributed Newton methods for regularized logistic regressionCHIH-JEN LIN book100
102014Iteration complexity of feasible descent methods for onvex optimizationCHIH-JEN LIN journal article56
112014Large-scale linear rankSVMCHIH-JEN LIN journal article4932
122014Large-scale kernel rankSVMCHIH-JEN LIN conference paper200
132014Improved derivation efficiency and pluripotency of stem cells from the refractory inbred C57BL/6 mouse strain by small moleculesCHIH-JEN LIN journal article43
142014Big data small footprint: The design of a low-power classifier for detecting transportation modesCHIH-JEN LIN conference paper
152014Incremental and decremental training for linear classificationCHIH-JEN LIN conference paper320
162013Effective string processing and matching for author disambiguationHSUAN-TIEN LIN ; CHIH-JEN LIN ; SHOU-DE LIN conference paper60
172013Dense non-rigid point-matching using random projectionsCHIH-JEN LIN conference paper90
182013A fast parallel SGD for matrix factorization in shared memory systemsCHIH-JEN LIN conference paper900
192013Large-scale video summarization using web-image priorsCHIH-JEN LIN conference paper1550
202013A study on L2-loss (Squared Hinge-Loss) multiclass SVMCHIH-JEN LIN journal article2523
212013Comparison of Feature Selection Methods for Cross-Laboratory Microarray AnalysisCHIH-JEN LIN journal article129
222013Combination of feature engineering and ranking models for paper-author identification in KDD Cup 2013HSUAN-TIEN LIN ; CHIH-JEN LIN ; SHOU-DE LIN conference paper70
232012Recent advances of large-scale linear classificationCHIH-JEN LIN journal article157127
242012Large linear classification when data cannot fit in memoryCHIH-JEN LIN journal article5129
252012Large-scale linear support vector regressionCHIH-JEN LIN journal article67
262012An improved GLMNET for l1-regularized logistic regressionCHIH-JEN LIN journal article
272011LIBSVM: A Library for support vector machinesCHIH-JEN LIN journal article1854315622
282011Parallel spectral clustering in distributed systemsCHIH-JEN LIN journal article358242
292011Dual coordinate descent methods for logistic regression and maximum entropy modelsCHIH-JEN LIN journal article13897
302011A Bayesian approximation method for online rankingCHIH-JEN LIN journal article25
312011Expression of HOXB genes is significantly different in acute myeloid leukemia with a partial tandem duplication of MLL vs. a MLL translocation: A cross-laboratory studyCHIH-JEN LIN ; CHIEN-YU CHEN journal article87
322011Large-scale spectral clustering with mapreduce and MPICHIH-JEN LIN book10
332011An improved glmnet for L1-regularized logistic regressionCHIH-JEN LIN conference paper180
342011Large linear classification when data cannot fit in memoryCHIH-JEN LIN conference paper20
352011A Linear Ensemble of Individual and Blended Models for Music Rating PredictionChen, 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 conference paper
362011Novel Models and Ensemble Techniques to Discriminate Favorite Items from Unrated Ones for Personalized Music RecommendationMcKenzie, 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 conference paper
372010Training and Testing Low-degree Polynomial Data Mappings via Linear SVMChang, Yin-Wen; Hsieh, Cho-Jui; Chang, Kai-Wei; Ringgaard, Michael; Lin, Chih-Jen journal article
382010Large linear classification when data cannot fit in memoryCHIH-JEN LIN conference paper450
392010Iterative scaling and coordinate descent methods for maximum entropy modelsCHIH-JEN LIN journal article
402010Active learning strategies using SVMsCHIH-JEN LIN conference paper60
412010A comparison of optimization methods and software for large-scale L1-regularized linear classificationCHIH-JEN LIN journal article
422010Feature Engineering and Classifier Ensemble for KDD Cup 2010Yu, 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 conference paper
432009Decomposition algorithm model for singly linearly-constrained problems subject to lower and upper boundsCHIH-JEN LIN journal article3125
442009Iterative scaling and coordinate descent methods for maximum entropyHuang, Fang-Lan; CHIH-JEN LIN ; Hsieh, Cho-Jui; Chang, Kai-Wei; Lin, Chih-Jen conference paper00
452009An Ensemble of Three Classifiers for KDD Cup 2009: Expanded Linear Model, Heterogeneous Boosting, and Selective Na ve BayesLo, 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 conference paper
462008SVM 在結構資料上的應用 (新制多年期第1年)林智仁 report
472008Trust Region Newton Method for Logistic RegressionLin, Chih-Jen ; Weng, Ruby C.; Keerthi, S. Sathiyajournal article
482008Coordinate Descent Method for Large-scale L2-loss Linear Support Vector Machines-Chang, Kai-Wei; Hsieh, Cho-Jui; Lin, Chih-Jen journal article
492008Trust region Newton method for large-scale logistic regressionCHIH-JEN LIN journal article
502008LIBLINEAR: A library for large linear classificationFan, Rong-En; CHIH-JEN LIN ; Chang, Kai-Wei; Hsieh, Cho-Jui; Wang, Xiang-Rui; Lin, Chih-Jen journal article45653253
512008Ranking individuals by group comparisonsCHIH-JEN LIN journal article
522008Cross-generation and cross-laboratory predictions of Affymetrix microarrays by rank-based methodsCHIH-JEN LIN ; Liu, Hsi-Che; CHIEN-YU CHEN ; Chen, Chien-Yu ; Liu, Yu-Ting; Chu, Cheng-Bang; Liang, Der-Cherng; Shih, Lee-Yung; Lin, Chih-Jen journal article1816
532008A dual coordinate descent method for large-scale linear SVMCHIH-JEN LIN conference paper
542008Parallel spectral clusteringCHIH-JEN LIN book440
552008A sequential dual method for large scale multi-class linear svmsCHIH-JEN LIN conference paper920
562008Derivation of embryonic stem cell by nuclear transfer using cryopreserved eggsChang, Ching-Chien; Sung, Li-Ying ; Amano, Tomokazu; Amano, Misa; Lin, Chih-Jen ; Nagy, Zsolt Peter; Xu, Jie; Tian, Xiuchun Cindy; Yang, Xiangzhong
572007SVM 在結構資料上的應用 (新制多年期第2年)林智仁 report
582007Projected gradient methods for nonnegative matrix factorizationLin, Chih-Jen ; CHIH-JEN LIN ; Lin, Chih-Jen journal article974745
592007Trust region Newton methods for large-scale logistic regressionCHIH-JEN LIN conference paper550
602007The NTU toolkit and framework for high-level feature detection at TRECVID 2007CHIH-JEN LIN conference paper
612007On the convergence of multiplicative update algorithms for nonnegative matrix factorizationCHIH-JEN LIN ; Lin, Chih-Jen journal article240204
622007New challenges in semantic concept detectionCHIH-JEN LIN conference paper
632007A note on Platt's probabilistic outputs for support vector machinesLin, Hsuan-Tien ; Lin, Chih-Jen ; Weng, Ruby C.journal article
642006A study on SMO-type decomposition methods for support vector machinesCHIH-JEN LIN ; Chen, Pai-Hsuen; Fan, Rong-En; Lin, Chih-Jen journal article174139
652006Generalized Bradley-Terry models and multi-class probability estimatesCHIH-JEN LIN ; Huang, Tzu-Kuo; Weng, Ruby C.; Lin, Chih-Jen journal article10987
662006Ranking individuals by group comparisonsHuang, Tzu-Kuo; CHIH-JEN LIN ; Lin, Chih-Jen ; Weng, Ruby C.conference paper40
672006Combining SVMs with various feature selection strategiesCHIH-JEN LIN book00
682006Projected Gradient Methods for Non-negative Matrix FactorizationLin, Chih-Jen report
692006On the Convergence of Multiplicative Update Algorithms for Non-negative Matrix FactorizationLin, Chih-Jen report
702006LIBSVM: a Library for Support Vector MachinesChang, Chih-Chung; Lin, Chih-Jen journal article
712005Optimization, Support Vector Machines, and Machine LearningLin, Chih-Jen learning-object
722005Combining svms with various feature selection strategiesChen, Yi-Wei; Lin, Chih-Jen report
732005a study on sigmoid kernels for svm and the training of non-psdLin, Hsuan-Tien ; Lin, Chih-Jen journal article
742005Working Set Selection Using Second Order Information for Training Support Vector MachinesFan, Rong-En; Chen, Pai-Hsuen; Lin, Chih-Jen journal article
752005Leave-one-out Bounds for Support Vector Regression Model SelectionChang, Ming-Wei; Lin, Chih-Jen journal article9365
762005Working Set Selection Using Second Order Information for Training SVMLin, Chih-Jen text
772005如何使Support Vector Machine成為主要的classification方法之一(2/3)林智仁 report
782005A Tutorial on $nu$-Support Vector MachinesChen, Pai-Hsuen; Lin, Chih-Jen ; Scholkopf, Bernhardjournal article
792005Training support vector machines via SMO-type decomposition methodsCHIH-JEN LIN book00
802005A generalized bradley-terry model: From group competition to individual skillCHIH-JEN LIN conference paper
812005Working set selection using second order information for training support vector machinesCHIH-JEN LIN journal article
822004Analysis of switching dynamics with competing support vector machinesCHIH-JEN LIN ; Chang, Ming-Wei; Lin, Chih-Jen ; Weng, R.C.-H.journal article1414
832004Load forecasting using support vector machines: A study on EUNITE competition 2001Chen, Bo-Juen; Chang, Ming-Wei; Lin, Chih-Jen journal article
842004Decomposition Methods for Linear Support Vector MachinesKao, Wei-Chun; Chung, Kai-Min; Sun, Chia-Liang; Lin, Chih-Jen text
852004Support vector machines for data classificationLin, Chih-Jen text
862004Simple Probabilistic Predictions for Support Vector RegressionLin, Chih-Jen ; Weng, Ruby-C.text
872004Some Thoughts on Machine Learning Software DesignLin, Chih-Jen text
882004Support vector machines for data classification and regressionLin, Chih-Jen text
892004Probability Estimates for Multi-class Classification by Pairwise CouplingWu, Ting-Fan; Lin, Chih-Jen ; Ruby, C. Wengreport
902004如何使Support Vector Machine成為主要的classification方法之一(1/3)林智仁 report
912004Prediction of the bonding states of cysteines using the support vector machines based on multiple feature vectors and cysteine state sequencesCHIH-JEN LIN journal article5544
922004Decomposition methods for linear support vector machinesKao, Wei-Chun; CHIH-JEN LIN ; Chung, Kai-Min; Sun, Chia-Liang; Lin, Chih-Jen journal article2925
932004Probability estimates for multi-class classification by pairwise couplingCHIH-JEN LIN conference paper
942004Predicting subcellular localization of proteins for Gram-negative bacteria by support vector machines based on n-peptide compositionsCHIH-JEN LIN ; Yu, Chin-Sheng; Lin, Chih-Jen ; Hwang, Jenn-Kangjournal article385369
952003a tutorial on ν -support vector machinesChen, Pai-Hsuen; Lin, Chih-Jen ; Scholkopf, Bernhardjournal article
962003Can Support Vector Machine be a Major Classification Method ?Lin, Chih-Jen text
972003Fine-grained protein fold assignment by support vector machines using generalized npeptide coding schemes and jury voting from multiple-parameter setsYu, Chin-Sheng; Wang, Jung-Ying; Yang, Jinn-Moon; Lyu, Ping-Chiang; Lin, Chih-Jen ; Hwang, Jenn-Kangjournal article2621
982003A practical guide to support vector classificationLin, Chih-Jen text
992003支撐向量法解多種類資料之分類(2/2)林智仁 report
1002003Special issue on support vector machinesCHIH-JEN LIN journal article41
1012003Radius Margin Bounds for Support Vector Machines with the RBF KernelChung, Kai-Min; CHIH-JEN LIN ; Kao, Wei-Chun; Sun, Chia-Liang; Wang, Li-Lun; Lin, Chih-Jen journal article157119
1022003Asymptotic behaviors of support vector machines with gaussian kernelKeerthi, S. Sathiya; CHIH-JEN LIN ; Lin, Chih-Jen journal article1176900
1032003A study of reduced support vector machinesCHIH-JEN LIN ; Lin, Kuan-Ming; Lin, Kuan-Min; Lin, Chih-Jen ; Lin, Chih-Jen journal article196146
1042003A practical guide to support vector classificationHsu, Chih-Wei; Chang, Chih-Chung; Lin, Chih-Jen text
1052002Adaptive deterministic annealing for two applications: competing SVR of switching dynamics and travelling salesman problemsChang, Ming-Wei; Lin, Chih-Jen ; Weng, Ruby C.journal article
1062002Analysis of Switching Dynamics with Competing Support Vector MachinesChang, Ming-Wei; Lin, Chih-Jen ; Weng, R.C.report
1072002Erratum: On the convergence of the decomposition method for support vector machines (IEEE Transactions on Neural Networks (November 2001) 12 (1288-1298))CHIH-JEN LIN journal article00
1082002Asymptotic convergence of an SMO algorithm without any assumptionsCHIH-JEN LIN ; Lin, Chih-Jen journal article1050
1092002Analysis of nonstationary time series using support vector machinesCHIH-JEN LIN book60
1102002A formal analysis of stopping criteria of decomposition methods for support vector machinesCHIH-JEN LIN ; Lin, Chih-Jen journal article6655
1112002A Simple Decomposition Method for Support Vector MachinesHsu, Chih-Wei; Lin, Chih-Jen journal article
1122002A note on the decomposition methods for support vector regressionHSUAN-TIEN LIN ; Liao, Shuo-Peng; Lin, Hsuan-Tien ; CHIH-JEN LIN ; Lin, Chih-Jen journal article2018
1132002支撐向量法解多種類資料之分類(1/2)林智仁 report
1142002A Comparison of Methods for Multi-class Support Vector MachinesHsu, Chih-Wei; Lin, Chih-Jen journal article
1152002Training v-support vector regression: Theory and algorithmsChang, Chih-Chung; Lin, Chih-Jen journal article198163
1162001Asymptotic convergence of an SMO algorithm without any assumptionsLin, Chih-Jen report
1172001A note on the decomposition methods for support vector regressionLiao, Shuo-Peng; Lin, Hsuan-Tien ; Lin, Chih-Jen conference paper00
1182001IJCNN 2001 challenge: generalization ability and text decodingChang, Chih-Chung; Lin, Chih-Jen journal article00
1192001On the convergence of the decomposition method for support vector machinesCHIH-JEN LIN ; Lin, Chih-Jen journal article171145
1202001Training ν-support vector classifiers: Theory and algorithmsCHIH-JEN LIN journal article337272
1212001Solving quadratic semi-infinite programming problems by using relaxed cutting-plane schemeCHIH-JEN LIN ; Fang, Shu-Cherng; Lin, Chih-Jen ; Wu, Soon-Yijournal article1311
1222001Solving General Capacity Problem by Relaxed Cutting Plane ApproachCHIH-JEN LIN ; Wu, Soon-Yi; Fang, Shu-Cherng; Lin, Chih-Jen journal article33
1232001Formulations of support vector machines: a note from an optimization point of viewLin, Chih-Jen journal article
1242001Linear Convergence of a Decomposition Method for Support Vector MachinesLin, Chih-Jen journal article
1252001支撐向量法與統計學習理論林智仁 report
1262001Optical coating design using the family competition evolutionaty algorithmYang, Jinn-Moon; Horng, Jorng-Tzong; Lin, Chih-Jen ; Kao, Cheng-Yanjournal article
1272001Training v-Support Vector Classifiers: Theory and AlgorithmsChang, Chih-Chung; Lin, Chih-Jen journal article
1282000An Incomplete Cholesky Factorization for Dense Symmetric Positive Definite MatricesLin, Chih-Jen ; Saigal, Romeshjournal article1414
1292000支援向量方法解模型辨識問題林智仁 report
1302000The analysis of decomposition methods for support vector machinesCHIH-JEN LIN ; Chang, Chih-Chung; Hsu, Chih-Wei; Lin, Chih-Jen journal article11996
1311999Newton's method for large bound-constrained optimization problemsCHIH-JEN LIN journal article208184
1321999Incomplete Cholesky factorizations with limited memoryCHIH-JEN LIN journal article9489
1331999網際網路計算之研究林智仁 report
1341998Efficient test-point selection for scan-based BISTCHIH-JEN LIN journal article1712
1351998An unconstrained convex programming approach to linear semi-infinite programmingCHIH-JEN LIN journal article
1361998Relaxed cutting plane method for solving linear semi-infinite programming problemsCHIH-JEN LIN journal article1818
1371996Parametric linear semi-infinite programmingCHIH-JEN LIN journal article21
1381995Implementation of an inexact approach to solving linear semi-infinite programming problemsLin, Chih-Jen ; Yang, Eugene K.; Fang, Shu-Cherng; Wu, Soon-Yijournal article46
1391994On solving convex quadratic semi-infinite programming problemsFang, Shu-Cherng; Lin, Chih-Jen ; Wu, Soon-Yijournal article
140NovRadius margin bounds for support vector machines with the RBF kernelChung, Kai-Min; Kao, Wei-Chun; Sun, Tony; Wang, Li-Lun; Lin, Chih-Jen journal article
141MayAnalysis of switching dynamics with competing support vector machinesChang, Ming-Wei; Lin, Chih-Jen ; Weng, R.C.journal article00
142AprDecomposition methods for linear support vector machinesChung, Kai-Min; Kao, Wei-Chun; Sun, Tony; Lin, Chih-Jen journal article