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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)  
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.)  
The Generalization Performance of Regularized Regression Algorithms Based on Markov Sampling Journal article
Bin Zou, Yuan Yan Tang, Zongben Xu, Luoqing Li, Jie Xu, Yang Lu. The Generalization Performance of Regularized Regression Algorithms Based on Markov Sampling[J]. IEEE Transactions on Cybernetics, 2014, 44(9), 1497 - 1507.
Authors:  Bin Zou;  Yuan Yan Tang;  Zongben Xu;  Luoqing Li;  Jie Xu; et al.
Favorite | TC[WOS]:17 TC[Scopus]:19  IF:9.4/10.3 | 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
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]:15 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.)  
Generalization Performance of Fisher Linear Discriminant Based on Markov Sampling Journal article
Bin Zou, Luoqing Li, Zongben Xu, Tao Luo, Yuan Yan Tang. Generalization Performance of Fisher Linear Discriminant Based on Markov Sampling[J]. IEEE Transactions on Neural Networks and Learning Systems, 2013, 24(2), 288-300.
Authors:  Bin Zou;  Luoqing Li;  Zongben Xu;  Tao Luo;  Yuan Yan Tang
Favorite | TC[WOS]:29 TC[Scopus]:30  IF:10.2/10.4 | Submit date：2019/02/11
Fisher Linear Discriminant (Fld)  Generalization Performance  Markov Sampling  Uniformly Ergodic Markov Chain  
Spherical subset simulation (S3) for solving non-linear dynamical reliability problems Journal article
Lambros Katafygiotis, Sai Hung Cheung, Ka-Veng Yuen. Spherical subset simulation (S3) for solving non-linear dynamical reliability problems[J]. International Journal of Reliability and Safety, 2010, 4(2-3), 122-138.
Authors:  Lambros Katafygiotis;  Sai Hung Cheung;  Ka-Veng Yuen
Favorite | TC[Scopus]:17 | Submit date：2019/02/12
Spherical Subset Simulation  Non-linear Dynamic Reliability  Dynamic Reliability  Failure Probability  Mcmc  Markov Chain Monte Carlo  Slice Sampling