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Bayesian model selection for sand with generalization ability evaluation Journal article
Yin‐Fu Jin, Zhen‐Yu Yin, Wan‐Huan Zhou, Jian‐Fu Shao. Bayesian model selection for sand with generalization ability evaluation[J]. International Journal for Numerical and Analytical Methods in Geomechanics, 2019, 43(14), 2305-2327.
Authors:  Yin‐Fu Jin;  Zhen‐Yu Yin;  Wan‐Huan Zhou;  Jian‐Fu Shao
Favorite | TC[WOS]:52 TC[Scopus]:54  IF:3.4/3.8 | Submit date：2021/03/11
Bayesian Theory  Constitutive Relation  Critical State  Generalization Ability  Sand  Transitional Markov Chain Monte Carlo  
Generalization ability of extreme learning machine with uniformly ergodic Markov chains Journal article
Yuan Peipei, Chen Hong, Zhou Yicong, Deng Xiaoyan, Zou Bin. Generalization ability of extreme learning machine with uniformly ergodic Markov chains[J]. Neurocomputing, 2015, 167, 528-534.
Authors:  Yuan Peipei;  Chen Hong;  Zhou Yicong;  Deng Xiaoyan;  Zou Bin
Favorite | TC[WOS]:4 TC[Scopus]:6 | Submit date：2018/12/21
Extreme Learning Machine  Generalization Ability  Uniformly Ergodic Markov Chain  
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)  
The Generalization Ability of Online SVM Classification Based on Markov Sampling Journal article
Jie Xu, Yuan Yan Tang, Bin Zou, Zongben Xu, Luoqing Li, Yang Lu. The Generalization Ability of Online SVM Classification Based on Markov Sampling[J]. IEEE Transactions on Neural Networks and Learning Systems, 2015, 26(3), 628-639.
Authors:  Jie Xu;  Yuan Yan Tang;  Bin Zou;  Zongben Xu;  Luoqing Li; et al.
Favorite | TC[WOS]:38 TC[Scopus]:43  IF:10.2/10.4 | Submit date：2019/04/30
Generalization Ability  Markov Sampling  Online Support Vector Machine (Svm) Classification  Uniformly Ergodic Markov Chain (U.e.m.c.)