公開日期 | 標題 | 作者 | 來源出版物 | scopus | WOS | 全文 |
2002 | Training v-support vector regression: Theory and algorithms | Chang, Chih-Chung; Lin, Chih-Jen | Neural Computation | 274 | 230 | |
2001 | Training ν-support vector classifiers: Theory and algorithms | Chang, C.-C.; Lin, C.-J.; CHIH-JEN LIN | Neural Computation | 417 | 342 | |
2008 | Trust region Newton method for large-scale logistic regression | Lin, C.-J.; Weng, R.C.; Sathiya Keerthi, S.; CHIH-JEN LIN | Journal of Machine Learning Research | | | |
2008 | Trust Region Newton Method for Logistic Regression | Lin, Chih-Jen ; Weng, Ruby C.; Keerthi, S. Sathiya | The Journal of Machine Learning Research | | | |
2007 | Trust region Newton methods for large-scale logistic regression. | Lin, Chih-Jen; Weng, Ruby C.; CHIH-JEN LIN | Machine Learning, Proceedings of the Twenty-Fourth International Conference (ICML 2007), Corvallis, Oregon, USA, June 20-24, 2007 | 87 | 0 | |
2005 | A Tutorial on $nu$-Support Vector Machines | Chen, Pai-Hsuen; Lin, Chih-Jen ; Scholkopf, Bernhard | Applied Stochastic Models in Business and Industry | | | |
2005 | A tutorial on v-support vector machines | Chen, P.-H.; Lin, C.-J.; Sch?lkopf, B.; CHIH-JEN LIN | Applied Stochastic Models in Business and Industry | 397 | 290 | |
2003 | a tutorial on ν -support vector machines | Chen, Pai-Hsuen; Lin, Chih-Jen ; Scholkopf, Bernhard | | | | |
2021 | A two-level decomposition framework exploiting first and second order information for svm training problems | Galvan G; Lapucci M; Lin C.-J; Sciandrone M.; CHIH-JEN LIN | Journal of Machine Learning Research | 3 | | |
2020 | Two-variable dual coordinate descent methods for linear SVM with/without the bias term | Chiu, C.-C.; Lin, P.-Y.; Lin, C.-J.; CHIH-JEN LIN | Proceedings of the 2020 SIAM International Conference on Data Mining, SDM 2020 | 2 | 0 | |
2020 | Unbiased Ad Click Prediction for Position-aware Advertising Systems | Yuan, B.; Liu, Y.; Hsia, J.-Y.; Dong, Z.; Lin, C.-J.; CHIH-JEN LIN | RecSys 2020 - 14th ACM Conference on Recommender Systems | 15 | 0 | |
2017 | A unified algorithm for one-cass structured matrix factorization with side information | Yu H.-F; Huang H.-Y; Dihillon I.S; Lin C.-J.; CHIH-JEN LIN | 31st AAAI Conference on Artificial Intelligence, AAAI 2017 | 14 | | |
2015 | Warm Start for Parameter Selection of Linear Classifiers. | Chu, Bo-Yu; Ho, Chia-Hua; Tsai, Cheng-Hao; Lin, Chieh-Yen; CHIH-JEN LIN | Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August 10-13, 2015 | 22 | 0 | |
2005 | Working Set Selection Using Second
Order Information for Training SVM | Lin, Chih-Jen | | | | |
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 | | | |
2005 | Working set selection using second order information for training support vector machines | Fan, R.-E.; Chen, P.-H.; Lin, C.-J.; CHIH-JEN LIN | Journal of Machine Learning Research | | | |
2004 | 如何使Support Vector Machine成為主要的classification方法之一(1/3) | 林智仁 | | | | |
2005 | 如何使Support Vector Machine成為主要的classification方法之一(2/3) | 林智仁 | | | | |
2000 | 支援向量方法解模型辨識問題 | 林智仁 | | | | |
2001 | 支撐向量法與統計學習理論 | 林智仁 | | | | |