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SVM-Boosting based on Markov resampling: Theory and algorithm Journal article
Jiang, Hongwei, Zou, Bin, Xu, Chen, Xu, Jie, Tang, Yuan Yan. SVM-Boosting based on Markov resampling: Theory and algorithm[J]. NEURAL NETWORKS, 2020, 131, 276-290.
Authors:  Jiang, Hongwei;  Zou, Bin;  Xu, Chen;  Xu, Jie;  Tang, Yuan Yan
Favorite | TC[WOS]:19 TC[Scopus]:21  IF:6.0/7.9 | Submit date：2021/12/06
Boosting  Consistency  Resampling  Uniformly Ergodic Markov Chain (U.e.m.c.)  
Learning with Coefficient-Based Regularized Regression on Markov Resampling Journal article
Li L., Li W., Zou B., Wang Y., Tang Y.Y., Han H.. Learning with Coefficient-Based Regularized Regression on Markov Resampling[J]. IEEE Transactions on Neural Networks and Learning Systems, 2018, 29(9), 4166-4176.
Authors:  Li L.;  Li W.;  Zou B.;  Wang Y.;  Tang Y.Y.; et al.
Favorite | TC[WOS]:4 TC[Scopus]:4 | Submit date：2019/02/11
Coefficient-based Regularized Regression (Cbrr)  Learning Rate  Markov Resampling  Uniformly Ergodic Markov Chain (U.e.m.c.)  
Learning With Coefficient-Based Regularized Regression on Markov Resampling Journal article
Li, Luoqing, Li, Weifu, Zou, Bin, Wang, Yulong, Tang, Yuan Yan, Han, Hua. Learning With Coefficient-Based Regularized Regression on Markov Resampling[J]. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 29(9), 4166-4176.
Authors:  Li, Luoqing;  Li, Weifu;  Zou, Bin;  Wang, Yulong;  Tang, Yuan Yan; et al.
Favorite | TC[WOS]:4 TC[Scopus]:4  IF:10.2/10.4 | Submit date：2018/10/30
Coefficient-based Regularized Regression (Cbrr)  Learning Rate  Markov Resampling  Uniformly Ergodic Markov Chain (U.e.m.c.)  
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 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