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Journal article [3]
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k-Times Markov Sampling for SVMC
Journal article
Zou, Bin, Xu, Chen, Lu, Yang, Tang, Yuan Yan, Xu, Jie, You, Xinge. k-Times Markov Sampling for SVMC[J]. IEEE Transactions on Neural Networks and Learning Systems, 2018, 29(4), 1328-1341.
Authors:
Zou, Bin
;
Xu, Chen
;
Lu, Yang
;
Tang, Yuan Yan
;
Xu, Jie
; et al.
Favorite
|
TC[WOS]:
16
TC[Scopus]:
17
IF:
10.2
/
10.4
|
Submit date:2018/10/30
K-times Markov Sampling
Learning Performance
Support Vector Machine Classification (Svmc)
Uniform Ergodic Markov Chain (U.e.m.c.)
The Generalization Ability of SVM Classification Based on Markov Sampling
Journal article
Jie Xu, Yuan Yan Tang,, Bin Zou, Zongben Xu, Luoqing Li, Yang Lu, Baochang Zhang. The Generalization Ability of SVM Classification Based on Markov Sampling[J]. IEEE Transactions on Cybernetics, 2015, 45(6), 1169-1179.
Authors:
Jie Xu
;
Yuan Yan Tang,
;
Bin Zou
;
Zongben Xu
;
Luoqing Li
; et al.
Favorite
|
TC[WOS]:
41
TC[Scopus]:
47
|
Submit date:2019/02/11
Generalization Ability
Learning Rate
Markov Sampling
Support Vector Machine Classification (Svmc)
Generalization performance of Gaussian kernels SVMC based on Markov sampling
Journal article
Jie Xu, Yuan Yan Tang, Bin Zou, Zongben Xu, Luoqing Li, Yang Lu. Generalization performance of Gaussian kernels SVMC based on Markov sampling[J]. Neural Networks, 2014, 53, 40-51.
Authors:
Jie Xu
;
Yuan Yan Tang
;
Bin Zou
;
Zongben Xu
;
Luoqing Li
; et al.
Favorite
|
TC[WOS]:
14
TC[Scopus]:
15
IF:
6.0
/
7.9
|
Submit date:2019/02/11
Gaussian Rbf Kernels
Generalization Performance
Markov Sampling
Svmc
Uniformly Ergodic Markov Chain (U.e.m.c.)