第 1 到 61 筆結果,共 61 筆。
公開日期 | 標題 | 作者 | 來源出版物 | scopus | WOS | 全文 | |
---|---|---|---|---|---|---|---|
1 | 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. | KDD Cup | |||
2 | 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. | KDD Cup | |||
3 | 2010 | Feature Engineering and Classifier Ensemble for KDD Cup 2010 | Yu, Hsiang-Fu; Lo, Yi-Chen ; Lin, Shou-de ; Lin, Hsuan-Tien ; Lin, Chih-Jen et al. | KDDCup | |||
4 | 2008 | Trust Region Newton Method for Logistic Regression | Lin, Chih-Jen ; Weng, Ruby C.; Keerthi, S. Sathiya | The Journal of Machine Learning Research | |||
5 | 2008 | Coordinate Descent Method for Large-scale L2-loss Linear Support Vector Machines- | Chang, Kai-Wei; Hsieh, Cho-Jui; Lin, Chih-Jen | The Journal of Machine Learning Research | |||
6 | 2008 | Cross-generation and cross-laboratory predictions of Affymetrix microarrays by rank-based methods | Liu, Hsi-Che; CHIEN-YU CHEN ; Liu, Yu-Ting; Chu, Cheng-Bang; Liang, Der-Cherng; Shih, Lee-Yung; CHIH-JEN LIN | Journal of Biomedical Informatics | 20 | 18 | |
7 | 2008 | LIBLINEAR: A library for large linear classification | CHIH-JEN LIN ; Fan, R.-E.; Chang, K.-W.; Hsieh, C.-J.; Wang, X.-R.; CHIH-JEN LIN | Journal of Machine Learning Research | |||
8 | 2007 | Projected gradient methods for nonnegative matrix factorization | Lin, Chih-Jen | Neural Computation | 1328 | 1064 | |
9 | 2007 | A note on Platt's probabilistic outputs for support vector machines | Lin, Hsuan-Tien ; Lin, Chih-Jen ; Weng, Ruby C. | Machine Learning | 618 | ||
10 | 2007 | On the convergence of multiplicative update algorithms for nonnegative matrix factorization | CHIH-JEN LIN | IEEE Transactions on Neural Networks | |||
11 | 2006 | On the Convergence of Multiplicative Update Algorithms for Non-negative Matrix Factorization | Lin, Chih-Jen | ||||
12 | 2006 | Projected Gradient Methods for Non-negative Matrix Factorization | Lin, Chih-Jen | ||||
13 | 2006 | LIBSVM: a Library for Support Vector Machines | Chang, Chih-Chung; Lin, Chih-Jen | ||||
14 | 2006 | Generalized Bradley-Terry models and multi-class probability estimates | CHIH-JEN LIN ; Huang, Tzu-Kuo; Weng, Ruby C.; CHIH-JEN LIN | Journal of Machine Learning Research | |||
15 | 2005 | Optimization, Support Vector Machines, and Machine Learning | Lin, Chih-Jen | ||||
16 | 2005 | Combining svms with various feature selection strategies | Chen, Yi-Wei; Lin, Chih-Jen | ||||
17 | 2005 | a study on sigmoid kernels for svm and the training of non-psd | Lin, Hsuan-Tien ; Lin, Chih-Jen | ||||
18 | 2005 | Working Set Selection Using Second Order Information for Training SVM | Lin, Chih-Jen | ||||
19 | 2005 | Working Set Selection Using Second Order Information for Training Support Vector Machines | Fan, Rong-En; Chen, Pai-Hsuen; Lin, Chih-Jen | Journal of Machine Learning Research | |||
20 | 2005 | 如何使Support Vector Machine成為主要的classification方法之一(2/3) | 林智仁 | ||||
21 | 2005 | Leave-one-out Bounds for Support Vector Regression Model Selection | Chang, Ming-Wei; Lin, Chih-Jen | Neural Computation | 105 | 74 | |
22 | 2004 | Some Thoughts on Machine Learning Software Design | Lin, Chih-Jen | ||||
23 | 2004 | Support vector machines for data classification and regression | Lin, Chih-Jen | ||||
24 | 2004 | Decomposition Methods for Linear Support Vector Machines | Kao, Wei-Chun; Chung, Kai-Min; Sun, Chia-Liang; Lin, Chih-Jen | ||||
25 | 2004 | Load forecasting using support vector machines: A study on EUNITE competition 2001 | Chen, Bo-Juen; Chang, Ming-Wei; Lin, Chih-Jen | IEEE Transactions on Power Systems | 696 | ||
26 | 2004 | Support vector machines for data classification | Lin, Chih-Jen | ||||
27 | 2004 | Probability Estimates for Multi-class Classification by Pairwise Coupling | Wu, Ting-Fan; Lin, Chih-Jen ; Ruby, C. Weng | ||||
28 | 2004 | 如何使Support Vector Machine成為主要的classification方法之一(1/3) | 林智仁 | ||||
29 | 2004 | Simple Probabilistic Predictions for Support Vector Regression | Lin, Chih-Jen ; Weng, Ruby-C. | ||||
30 | 2004 | Analysis of switching dynamics with competing support vector machines | CHIH-JEN LIN ; Chang, Ming-Wei; Lin, Chih-Jen; Weng, R.C.-H.; CHIH-JEN LIN | IEEE Transactions on Neural Networks | |||
31 | 2003 | a tutorial on ν -support vector machines | Chen, Pai-Hsuen; Lin, Chih-Jen ; Scholkopf, Bernhard | ||||
32 | 2003 | Can Support Vector Machine be a Major Classification Method ? | Lin, Chih-Jen | ||||
33 | 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 | Proteins Structure Function and Bioinformatics | 30 | 25 | |
34 | 2003 | A practical guide to support vector classification | Hsu, Chih-Wei; Chang, Chih-Chung; Lin, Chih-Jen | ||||
35 | 2003 | A practical guide to support vector classification | Lin, Chih-Jen | ||||
36 | 2003 | 支撐向量法解多種類資料之分類(2/2) | 林智仁 | ||||
37 | 2003 | Asymptotic behaviors of support vector machines with gaussian kernel | CHIH-JEN LIN ; Keerthi, S. Sathiya; Lin, Chih-Jen; CHIH-JEN LIN | Neural Computation | |||
38 | 2003 | A study of reduced support vector machines | CHIH-JEN LIN ; Lin, Kuan-Min; CHIH-JEN LIN | IEEE Transactions on Neural Networks | |||
39 | 2003 | Radius Margin Bounds for Support Vector Machines with the RBF Kernel | CHIH-JEN LIN ; Chung, Kai-Min; Kao, Wei-Chun; Sun, Chia-Liang; Wang, Li-Lun; CHIH-JEN LIN | Neural Computation | |||
40 | 2002 | Adaptive deterministic annealing for two applications: competing SVR of switching dynamics and travelling salesman problems | Chang, Ming-Wei; Lin, Chih-Jen ; Weng, Ruby C. | 9th International Conference on Neural Information Processing | |||
41 | 2002 | Analysis of Switching Dynamics with Competing Support Vector Machines | Chang, Ming-Wei; Lin, Chih-Jen ; Weng, R.C. | ||||
42 | 2002 | Training v-support vector regression: Theory and algorithms | Chang, Chih-Chung; Lin, Chih-Jen | Neural Computation | 274 | 230 | |
43 | 2002 | A Simple Decomposition Method for Support Vector Machines | Hsu, Chih-Wei; Lin, Chih-Jen | Machine Learning | |||
44 | 2002 | A formal analysis of stopping criteria of decomposition methods for support vector machines | CHIH-JEN LIN | IEEE Transactions on Neural Networks | |||
45 | 2002 | A note on the decomposition methods for support vector regression | Liao, Shuo-Peng; Lin, Hsuan-Tien; Lin, Chih-JenLiao, S.-P.; Lin, H.-T.; Lin, C.-J.; HSUAN-TIEN LIN ; CHIH-JEN LIN | Neural Computation | 20 | ||
46 | 2001 | Asymptotic convergence of an SMO algorithm without any assumptions | Lin, Chih-Jen | ||||
47 | 2001 | A note on the decomposition methods for support vector regression | Liao, Shuo-Peng; Lin, Hsuan-Tien ; Lin, Chih-Jen | International Joint Conference on Neural Networks | 0 | 0 | |
48 | 2001 | IJCNN 2001 challenge: generalization ability and text decoding | Chang, Chih-Chung; Lin, Chih-Jen | International Joint Conference on Neural Networks | 0 | 0 | |
49 | 2001 | Linear Convergence of a Decomposition Method for Support Vector Machines | Lin, Chih-Jen | ||||
50 | 2001 | Formulations of support vector machines: a note from an optimization point of view | Lin, Chih-Jen | Neural Computation | 78 | ||
51 | 2001 | Training v-Support Vector Classifiers: Theory and Algorithms | Chang, Chih-Chung; Lin, Chih-Jen | Neural Computation | |||
52 | 2001 | 支撐向量法與統計學習理論 | 林智仁 | ||||
53 | 2001 | Optical coating design using the family competition evolutionaty algorithm | Yang, Jinn-Moon; Horng, Jorng-Tzong; Lin, Chih-Jen ; Kao, Cheng-Yan | Evolutionary Computation | |||
54 | 2001 | On the convergence of the decomposition method for support vector machines | CHIH-JEN LIN | IEEE Transactions on Neural Networks | |||
55 | 2000 | 支援向量方法解模型辨識問題 | 林智仁 | ||||
56 | 2000 | An Incomplete Cholesky Factorization for Dense Symmetric Positive Definite Matrices | Lin, Chih-Jen ; Saigal, Romesh | BIT Numerical Mathematics | 19 | 18 | |
57 | 2000 | The analysis of decomposition methods for support vector machines | CHIH-JEN LIN ; Chang, Chih-Chung; Hsu, Chih-Wei; Lin, Chih-Jen; CHIH-JEN LIN | IEEE Transactions on Neural Networks | |||
58 | 1995 | Implementation of an inexact approach to solving linear semi-infinite programming problems | Lin, Chih-Jen ; Yang, Eugene K.; Fang, Shu-Cherng; Wu, Soon-Yi | Journal of Computational and Applied Mathematics | 4 | 6 | |
59 | Nov | 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 | 9th International Conference on Neural Information Processing | |||
60 | May | Analysis of switching dynamics with competing support vector machines | Chang, Ming-Wei; Lin, Chih-Jen ; Weng, R.C. | 2002 International Joint Conference on Neural Networks | 0 | 0 | |
61 | Apr | Decomposition methods for linear support vector machines | Chung, Kai-Min; Kao, Wei-Chun; Sun, Tony; Lin, Chih-Jen | 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing |