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LIBLINEAR

swMATH ID: 4880
Software Authors: Rong-En Fan; Kai-Wei Chang; Cho-Jui Hsieh; Xiang-Rui Wang; Chih-Jen Lin
Description: LIBLINEAR is an open source library for large-scale linear classification. It supports logistic regression and linear support vector machines. We provide easy-to-use command-line tools and library calls for users and developers. Comprehensive documents are available for both beginners and advanced users. Experiments demonstrate that LIBLINEAR is very efficient on large sparse data sets.
Homepage: http://www.csie.ntu.edu.tw/~cjlin/liblinear/
Related Software: LIBSVM; UCI-ml; Pegasos; Scikit; PRMLT; ElemStatLearn; ImageNet; C4.5; WEKA; glmnet; word2vec; AlexNet; XGBoost; SVMlight; SMOTE; RCV1; SIFT; Matlab; node2vec; R
Referenced in: 148 Publications
all top 5

Referenced by 451 Authors

6 Lin, Chih-Jen
3 Deng, Naiyang
3 Gramfort, Alexandre
3 Jakubův, Jan
3 Lee, Ching-Pei
3 Liu, Yufeng
3 Shao, Yuanhai
3 Urban, Josef
3 Zhou, Mingyuan
2 Aggarwal, Charu C.
2 Babbar, Rohit
2 Chang, Kai-Wei
2 Chvalovský, Karel
2 Curtis, Frank E.
2 Dembczyński, Krzysztof
2 Demšar, Janez
2 Doğan, Ürün
2 Dorado, Julian
2 Ernst, Andreas T.
2 Fan, Yiwei
2 Fawzi, Alhussein
2 Fercoq, Olivier
2 Fernandez-Lozano, Carlos
2 Frossard, Pascal
2 Glasmachers, Tobias
2 Hsieh, Cho-Jui
2 Hu, Wenze
2 Lan, Liang
2 Li, Qingna
2 Li, Xiaodong
2 Liu, Dalian
2 Martens, David
2 Možina, Martin
2 Munteanu, Cristian Robert
2 Pan, Sinno Jialin
2 Piccialli, Veronica
2 Rinaldi, Francesco
2 Saerens, Marco
2 Salmon, Joseph
2 Sciandrone, Marco
2 Sun, Yuan
2 Tian, Yingjie
2 Tsang, Ivor Wai-Hung
2 Wu, Yingnian
2 Xu, Yangyang
2 Zhao, Junlong
2 Zhou, Joey Tianyi
2 Zhu, Song-Chun
1 Agarwal, Deepak
1 Ajakan, Hana
1 Akrotirianakis, Ioannis G.
1 Alarcón, Teresa E. M.
1 Amorim, Dinani
1 Anand, R. Sai
1 Bahamonde, Antonio
1 Bai, Lan
1 Bai, Zhaojun
1 Barro, Senén
1 Battiti, Roberto
1 Bengio, Yoshua
1 Berrendero, Jose Ramon
1 Bertsimas, Dimitris John
1 Bhattacharya, Sourangshu
1 Bischl, Bernd
1 Blanchard, Gilles
1 Blein, Thomas
1 Blondel, Mathieu
1 Bodesheim, Paul
1 Borboudakis, Giorgos
1 Bordes, Antoine
1 Bottou, Léon
1 Bratko, Ivan
1 Brox, Thomas
1 Brucher, Matthieu
1 Cai, Deng
1 Campigotto, Paolo
1 Castro, Cristiano Leite de
1 Cernadas, Eva
1 Cesarini, Mirko
1 Chakraborty, Amit
1 Chambers, America
1 Chang, Fu
1 Chang, Yin-Wen
1 Chechik, Gal
1 Chellappa, Rama
1 Chen, Junyang
1 Cheng, Wei
1 Civitelli, Enrico
1 Claesen, Marc
1 Cong, Yulai
1 Corander, Jukka
1 Corchado, Juan Manuel
1 Cournapeau, David
1 Courtain, Sylvain
1 Cribben, Ivor
1 Cristofari, Andrea
1 Cuevas, Antonio
1 Cuiñas, Rubén F.
1 Curk, Tomaž
1 Dai, Yutong
...and 351 more Authors
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Referenced in 48 Serials

24 Journal of Machine Learning Research (JMLR)
16 Machine Learning
11 International Journal of Computer Vision
8 Information Sciences
7 Data Mining and Knowledge Discovery
6 Pattern Recognition
5 SIAM Journal on Optimization
4 Artificial Intelligence
4 Computational Statistics and Data Analysis
4 Computational Optimization and Applications
4 Optimization Methods & Software
3 Annals of Operations Research
3 Neural Computation
3 Journal of Theoretical Biology
2 Neural Networks
2 European Journal of Operational Research
2 Advances in Data Analysis and Classification. ADAC
2 The Annals of Applied Statistics
1 Computer Methods in Applied Mechanics and Engineering
1 Computing
1 Journal of Multivariate Analysis
1 Quarterly of Applied Mathematics
1 Statistical Science
1 Computers & Operations Research
1 Journal of Statistical Computation and Simulation
1 SIAM Review
1 Mathematical Programming. Series A. Series B
1 Journal of Mathematical Imaging and Vision
1 Cybernetics and Systems Analysis
1 SIAM Journal on Scientific Computing
1 Journal of Mathematical Chemistry
1 Mathematical Problems in Engineering
1 Abstract and Applied Analysis
1 Soft Computing
1 PAA. Pattern Analysis and Applications
1 International Journal of Applied Mathematics and Computer Science
1 Sādhanā
1 OR Spectrum
1 4OR
1 Thai Journal of Mathematics
1 International Journal of Wavelets, Multiresolution and Information Processing
1 Pacific Journal of Optimization
1 Statistical Analysis and Data Mining
1 Electronic Journal of Statistics
1 Journal of Computational and Graphical Statistics
1 International Journal of Advances in Engineering Sciences and Applied Mathematics
1 Bayesian Analysis
1 Japanese Journal of Statistics and Data Science

Referencing Publications by Year