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LIBSVM

swMATH ID: 4879
Software Authors: Chih-Chung Chang; Chih-Jen Lin
Description: LIBSVM is a library for Support Vector Machines (SVMs). We have been actively developing this package since the year 2000. The goal is to help users to easily apply SVM to their applications. LIBSVM has gained wide popularity in machine learning and many other areas. In this article, we present all implementation details of LIBSVM. Issues such as solving SVM optimization problems theoretical convergence multiclass classification probability estimates and parameter selection are discussed in detail: http://dl.acm.org/citation.cfm?id=1961199
Homepage: http://www.csie.ntu.edu.tw/~cjlin/libsvm/
Keywords: ibrary; Support Vector Machines
Related Software: UCI-ml; LIBLINEAR; SVMlight; Matlab; C4.5; ElemStatLearn; PRMLT; R; SIFT; Saga; Pegasos; Scikit; WEKA; AdaBoost.MH; MNIST; Cell-PLoc; SVMTorch; Adam; iRSpot-PseDNC; RCV1
Cited in: 1,046 Documents
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Cited by 2,777 Authors

12 Lin, Chih-Jen
11 Richtárik, Peter
11 Sugiyama, Masashi
9 Deng, Naiyang
9 Shao, Yuanhai
8 Garcia Nieto, Paulino Jose
8 Toh, Kim Chuan
7 García-Gonzalo, Esperanza
7 Sun, Defeng
7 Tran Dinh Quoc
6 Astorino, Annabella
6 Fercoq, Olivier
6 Palagi, Laura
6 Pardalos, Panos M.
6 Sciandrone, Marco
6 Seref, Onur
6 Tian, Yingjie
6 Wang, Shitong
5 Alonso Fernández, J. R.
5 Díaz Muñiz, C.
5 Gasnikov, Aleksandr V.
5 Gaudioso, Manlio
5 Kanamori, Takafumi
5 Suykens, Johan A. K.
5 Zhang, Ning
5 Zheng, Songfeng
4 Carrizosa, Emilio
4 Chen, Weijie
4 Chung, Fu-Lai
4 Gondzio, Jacek
4 Gower, Robert Mansel
4 Karasuyama, Masayuki
4 Lee, Yuh-Jye
4 Lessmann, Stefan
4 Li, Qianzhong
4 Luo, Bin
4 Mahoney, Michael W.
4 Nguyen, Lam M.
4 Peherstorfer, Benjamin
4 Phan, Dzung T.
4 Takeda, Akiko
4 Takeuchi, Ichiro
4 Yu, Bo
4 Zhang, Li
4 Zhang, Shengli
4 Zhang, Xiaoqun
4 Zhou, Weida
3 Aytug, Haldun
3 Bai, Lu
3 Cevher, Volkan
3 Chen, Huiling
3 Davey, Neil
3 Dehzangi, Abdollah
3 del Coz, Juan José
3 Díez, Jorge
3 Du, Pufeng
3 Ernst, Andreas T.
3 Fountoulakis, Kimon
3 Fuduli, Antonio
3 García-Pedrajas, Nicolás
3 Glasmachers, Tobias
3 Gorgone, Enrico
3 Gramfort, Alexandre
3 Gu, Bin
3 Gutiérrez, Pedro Antonio
3 Jassim, Wissam A.
3 Jian, Jinbao
3 Jiang, Wei
3 Keerthi, S. Sathiya
3 Kovalev, Dmitry P.
3 Lee, Jaewon
3 Li, Chunna
3 Li, Tao
3 Li, Xiaodong
3 Li, Xudong
3 Liang, Yunyun
3 Liu, Deyi
3 Loizou, Nicolas
3 Lu, Baoliang
3 Lucidi, Stefano
3 Lyons, James E.
3 Maalouf, Maher
3 Mishchenko, Konstantin
3 Nie, Feiping
3 Niu, Gang
3 Paliwal, Kuldip K.
3 Razzaghi, Talayeh
3 Romero Morales, Dolores
3 Rosin, Paul L.
3 Sánchez Lasheras, Fernando
3 Sharma, Alok
3 Smola, Alexander J.
3 Sun, Yuan
3 Takáč, Martin
3 Tappenden, Rachael
3 Tefas, Anastasios
3 Trafalis, Theodore B.
3 Wang, Zhen
3 Weng, Ruby Chiu-Hsing
3 Xanthopoulos, Petros
...and 2,677 more Authors
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56 Journal of Machine Learning Research (JMLR)
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27 Neural Computation
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