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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:3/0
|
TC[WOS]:
17
TC[Scopus]:
25
|
Submit date:2019/02/11
Generalization Ability
Learning Rate
Markov Sampling
Support Vector Machine Classification (Svmc)
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:6/0
|
TC[WOS]:
26
TC[Scopus]:
31
|
Submit date:2019/04/30
Generalization Ability
Markov Sampling
Online Support Vector Machine (Svm) Classification
Uniformly Ergodic Markov Chain (U.e.m.c.)
The Generalization Performance of Regularized Regression Algorithms Based on Markov Sampling
Journal article
IEEE Transactions on Cybernetics, 2014,Volume: 44,Issue: 9,Page: 1497 - 1507
Authors:
Bin Zou
;
Yuan Yan Tang
;
Zongben Xu
;
Luoqing Li
;
Jie Xu
;
Yang Lu
Favorite
|
View/Download:13/0
|
TC[WOS]:
15
TC[Scopus]:
17
|
Submit date:2018/10/30
Generalization Performance
Markov Sampling
Regularized Regression Algorithms
Uniformly Ergodic Markov Chain
Generalization performance of Gaussian kernels SVMC based on Markov sampling
Journal article
Neural Networks, 2014,Volume: 53,Page: 40-51
Authors:
Jie Xu
;
Yuan Yan Tang
;
Bin Zou
;
Zongben Xu
;
Luoqing Li
;
Yang Lu
Favorite
|
View/Download:9/0
|
TC[WOS]:
13
TC[Scopus]:
13
|
Submit date:2019/02/11
Gaussian Rbf Kernels
Generalization Performance
Markov Sampling
Svmc
Uniformly Ergodic Markov Chain (U.e.m.c.)
Generalization Performance of Fisher Linear Discriminant Based on Markov Sampling
Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2013,Volume: 24,Issue: 2,Page: 288-300
Authors:
Bin Zou
;
Luoqing Li
;
Zongben Xu
;
Tao Luo
;
Yuan Yan Tang
Favorite
|
View/Download:7/0
|
TC[WOS]:
22
TC[Scopus]:
24
|
Submit date:2019/02/11
Fisher Linear Discriminant (Fld)
Generalization Performance
Markov Sampling
Uniformly Ergodic Markov Chain