RSVM swMATH ID: 15261 Software Authors: Yuh-Jye Lee, Olvi L. Mangasarian Description: RSVM: Reduced Support Vector Machines. An algorithm is proposed which generates a nonlinear kernel-based separating surface that requires as little as 1 Homepage: http://epubs.siam.org/doi/abs/10.1137/1.9781611972719.13 Related Software: UCI-ml; LIBSVM; Matlab; SSVM; TPMSVM; SVMTorch; CPLEX; SVMlight; Pegasos; C4.5; LS-SVMlab; ElemStatLearn; LIBLINEAR; AS 136; PRMLT; NPPC; SVM Toolbox; Kernel-Machines; CLAPACK; LAPACK Cited in: 50 Publications all top 5 Cited by 116 Authors 6 Mangasarian, Olvi L. 4 Fung, Glenn M. 4 Shao, Yuanhai 4 Zhao, Yongping 3 Deng, Naiyang 3 Huang, Suyun 3 Lee, Yuh-Jye 2 Dutta, Pranab Kumar 2 Ghorai, Santanu 2 Mukherjee, Anirban 2 Sun, Jianguo 2 Wang, Zhen 2 Wild, Edward W. 1 Bai, Lan 1 Bai, Xiang 1 Bai, Yanqin 1 Bai, Zhi-Dong 1 Balcázar, José Luis 1 Caputo, Barbara 1 Castellini, Claudio 1 Cawley, Gavin C. 1 Chandra, Suresh 1 Chang, Chien-Chung 1 Chang, Lo-Bin 1 Chen, Jein-Shan 1 Chen, Wei-Po 1 Chen, Weijie 1 Chen, Xiaobo 1 Chien, Li-Jen 1 Chung, Sueyeon 1 Cohen, Uri 1 Couellan, Nicolas P. 1 Cui, Jiangtao 1 Dai, Yang 1 Du, Zhong-Hua 1 Fan, Mingyu 1 Fukushima, Masao 1 Gondzio, Jacek 1 Gu, Weizhe 1 Horváth, Gábor 1 Hossain, Shaikh Jahangir 1 Hsiao, Chuhsing Kate 1 Huang, Chiahui 1 Huang, Chien-Ming 1 Hwang, Chii-Ruey 1 Ince, Huseyin 1 Jan, Sophie 1 Jie, Luo 1 Jin, Zhong 1 Ko, Chun-Hsu 1 Lee, Daniel D. 1 Lee, Gyu Eun 1 Lee, Mei-Hsien 1 Li, Chunna 1 Li, Fu 1 Li, Miao 1 Li, Ye-Bo 1 Lin, Dennis Kon Jin 1 Liu, Hongwei 1 Liu, Liming 1 Liu, Xueqin 1 Ma, Jiayi 1 Nguyen Manh Cuong 1 Nguyen Van Thien 1 Orabona, Francesco 1 Orsenigo, Carlotta 1 Pang, Xinying 1 Peng, Xinjun 1 Pham, Huy Nguyen Anh 1 Qian, Suxiang 1 Khemchandani Rastogi, Reshma 1 Saigal, Pooja 1 Sandini, Giulio 1 Shabanzadeh, Parvaneh 1 Shen, Dinggang 1 Shen, Kaiji 1 Shen, Yanjun 1 Shubham, K. 1 Sompolinsky, Haim 1 Suganthan, Ponnuthurai Nagaratnam 1 Talbot, Nicola L. C. 1 Tanaka, Junichi 1 Thompson, Michael E. 1 Tian, Jinwen 1 Triantaphyllou, Evangelos 1 Tu, Zhuowen 1 Valyon, József 1 Vercellis, Carlo 1 Vucetic, Slobodan 1 Wang, Di 1 Wang, Kangkang 1 Wang, Zhuang 1 Watanabe, Osamu 1 Woodsend, Kristian 1 Wu, Tieru 1 Xia, Xiao-Lei 1 Xing, Huanlai 1 Xu, Yitian 1 Xu, Yong 1 Yang, Jingyu ...and 16 more Authors all top 5 Cited in 23 Serials 9 Pattern Recognition 7 Information Sciences 4 Optimization Methods & Software 3 Neural Networks 3 Computational Optimization and Applications 2 Signal Processing 2 Machine Learning 2 Computational Statistics and Data Analysis 2 Computational Management Science 2 Statistical Analysis and Data Mining 1 Journal of Multivariate Analysis 1 Journal of Optimization Theory and Applications 1 Journal of Statistical Planning and Inference 1 Computers & Operations Research 1 Annals of Operations Research 1 Neural Computation 1 Filomat 1 Mathematical Problems in Engineering 1 Theory of Computing Systems 1 Abstract and Applied Analysis 1 Soft Computing 1 International Journal of Intelligent Computing and Cybernetics 1 Journal of the Operations Research Society of China all top 5 Cited in 9 Fields 37 Computer science (68-XX) 22 Statistics (62-XX) 18 Operations research, mathematical programming (90-XX) 5 Numerical analysis (65-XX) 1 Functional analysis (46-XX) 1 Calculus of variations and optimal control; optimization (49-XX) 1 Probability theory and stochastic processes (60-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 Information and communication theory, circuits (94-XX) Citations by Year