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The Generalization Ability of SVM Classification Based on Markov Sampling Journal article
IEEE Transactions on Cybernetics, 2015,Volume: 45,Issue: 6,Page: 1169-1179
Authors:  Jie Xu;  Yuan Yan Tang,;  Bin Zou;  Zongben Xu;  Luoqing Li;  Yang Lu;  Baochang Zhang
Favorite  |  View/Download:2/0  |  Submit date:2019/02/11
Generalization Ability  Learning Rate  Markov Sampling  Support Vector Machine Classification (Svmc)  
An efficient multiple kernel learning in reproducing kernel Hilbert spaces (RKHS) Journal article
International Journal of Wavelets, Multiresolution and Information Processing, 2015,Volume: 13,Issue: 2
Authors:  Lixiang Xu;  Bin Luo;  Yuanyan Tang;  Xiaohua Ma
Favorite  |  View/Download:2/0  |  Submit date:2019/02/11
Mercer Kernel  Multiple Kernel Learning  Reproducing Kernel  Support Vector Machine  
The Generalization Ability of Online SVM Classification Based on Markov Sampling Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2015,Volume: 26,Issue: 3,Page: 628-639
Authors:  Jie Xu;  Yuan Yan Tang;  Bin Zou;  Zongben Xu;  Luoqing Li;  Yang Lu
Favorite  |  View/Download:1/0  |  Submit date:2019/04/30
Generalization Ability  Markov Sampling  Online Support Vector Machine (Svm) Classification  Uniformly Ergodic Markov Chain (U.e.m.c.)