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Spatial Modeling Approach for Dynamic Network Formation and Interactions Journal article
JOURNAL OF BUSINESS & ECONOMIC STATISTICS, 2019
Authors:  Xiaoyi Han;  Chih-Sheng Hsieh;  Stanley I. M. Ko
Favorite | View/Download:7/0 | TC[WOS]:0 TC[Scopus]:0 | Submit date:2019/11/11
Spatial Dynamic Panel Data Model  Latent Variable  Peer Effects  Bayesian  Dynamic Network Formation  
Learning With Coefficient-Based Regularized Regression on Markov Resampling Journal article
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018,Volume: 29,Issue: 9,Page: 4166-4176
Authors:  Li, Luoqing;  Li, Weifu;  Zou, Bin;  Wang, Yulong;  Tang, Yuan Yan;  Han, Hua
Favorite | View/Download:33/0 | TC[WOS]:1 TC[Scopus]:1 | Submit date:2018/10/30
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
IEEE Transactions on Neural Networks and Learning Systems, 2018,Volume: 29,Issue: 9,Page: 4166-4176
Authors:  Li L.;  Li W.;  Zou B.;  Wang Y.;  Tang Y.Y.;  Han H.
Favorite | View/Download:8/0 | TC[WOS]:1 TC[Scopus]:1 | Submit date:2019/02/11
Coefficient-based regularized regression (CBRR)  learning rate  Markov resampling  uniformly ergodic Markov chain (u.e.M.c.)  
k-Times Markov Sampling for SVMC Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2018,Volume: 29,Issue: 4,Page: 1328-1341
Authors:  Zou, Bin;  Xu, Chen;  Lu, Yang;  Tang, Yuan Yan;  Xu, Jie;  You, Xinge
Favorite | View/Download:32/0 | TC[WOS]:4 TC[Scopus]:5 | Submit date:2018/10/30
K-times Markov Sampling  Learning Performance  Support Vector Machine Classification (Svmc)  Uniform Ergodic Markov Chain (U.e.m.c.)  
A unified hypothesis generation framework for multi-structure model fitting Journal article
NEUROCOMPUTING, 2017,Volume: 222,Page: 144-154
Authors:  Lai, Taotao;  Wang, Hanzi;  Yan, Yan;  Zhang, Liming
Favorite | View/Download:23/0 | TC[WOS]:5 TC[Scopus]:5 | Submit date:2018/10/30
Model Fitting  Hypothesis Generation  Unified Framework  Multi-structure Data  
An iterated randomized search algorithm for large-scale texture synthesis and manipulations Journal article
The Visual Computer, 2015,Volume: 31,Issue: 11,Page: 1447-1458
Authors:  Chuanyan Hao;  Yadang Chen;  Wen Wu;  Enhua Wu
Favorite | View/Download:10/0 | TC[WOS]:1 TC[Scopus]:2 | Submit date:2019/02/13
Approximate Match Patch  Coherent Propagation  Random Search  Texture Synthesis  Texture Transfer  
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]:24 | 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]:30 | Submit date:2019/04/30
Generalization Ability  Markov Sampling  Online Support Vector Machine (Svm) Classification  Uniformly Ergodic Markov Chain (U.e.m.c.)  
Generalization ability of extreme learning machine with uniformly ergodic Markov chains Journal article
Neurocomputing, 2015,Volume: 167,Page: 528-534
Authors:  Yuan P.;  Chen H.;  Zhou Y.;  Deng X.;  Zou B.
Favorite | View/Download:13/0 | TC[WOS]:2 TC[Scopus]:3 | Submit date:2018/12/21
Extreme Learning Machine  Generalization Ability  Uniformly Ergodic Markov Chain  
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