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Correntropy Matching Pursuit With Application to Robust Digit and Face Recognition Journal article
IEEE Transactions on Cybernetics, 2017,Volume: 47,Issue: 6,Page: 1354-1366
Authors:  Wang, Yulong;  Tang, Yuan Yan;  Li, Luoqing
Favorite |  | TC[WOS]:30 TC[Scopus]:32 | Submit date:2018/10/30
Correntropy  Matching Pursuit (Mp)  Representation-based Classifier (Rc)  Robust Recognition  Sparse Representation  
Structural Atomic Representation for Classification Journal article
IEEE Transactions on Cybernetics, 2015,Volume: 45,Issue: 12,Page: 2905-2913
Authors:  Yuan Yan Tang;  Yulong Wang;  Luoqing Li;  C. L. Philip Chen
Favorite |  | TC[WOS]:9 TC[Scopus]:9 | Submit date:2019/02/11
Atomic Representation (Ar)  Bayesian Analysis  Greedy Coordinate Descent  Markov Random Field (Mrf)  Subspace  
Structural atomic representation for classification Journal article
IEEE Transactions on Cybernetics, 2015,Volume: 45,Issue: 12,Page: 2905-2913
Authors:  Tang,Yuan Yan;  Wang,Yulong;  Li,Luoqing;  Chen,C. L.Philip
Favorite |  | TC[WOS]:9 TC[Scopus]:9 | Submit date:2021/03/09
Atomic representation (AR)  Bayesian analysis  greedy coordinate descent  Markov random field (MRF)  subspace  
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 |  | TC[WOS]:26 TC[Scopus]:30 | Submit date:2019/02/11
Generalization Ability  Learning Rate  Markov Sampling  Support Vector Machine Classification (Svmc)  
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 |  | TC[WOS]:16 TC[Scopus]:18 | Submit date:2018/10/30
Generalization Performance  Markov Sampling  Regularized Regression Algorithms  Uniformly Ergodic Markov Chain  
Hyperspectral image classification using functional data analysis Journal article
IEEE Transactions on Cybernetics, 2014,Volume: 44,Issue: 9,Page: 1544 - 1555
Authors:  Hong Li;  Guangrun Xiao;  Tian Xia;  Y. Y. Tang;  Luoqing Li
Favorite |  | TC[WOS]:42 TC[Scopus]:42 | Submit date:2018/10/30
Functional Data Analysis (Fda)  Functional Data Representation  Functional Principal Component Analysis (Fpca)  Hyperspectral Image Classification  Support Vector Machines (Svm)  
Error analysis of stochastic gradient descent ranking Journal article
IEEE Transactions on Cybernetics, 2013,Volume: 43,Issue: 3,Page: 898-909
Authors:  Hong Chen;  Yi Tang;  Luoqing Li;  Yuan Yuan;  Xuelong Li;  Yuanyan Tang
Favorite |  | TC[WOS]:18 TC[Scopus]:21 | Submit date:2019/02/11
Error Analysis  Integral Operator  Ranking  Reproducing Kernel Hilbert Space  Sampling Operator  Stochastic Gradient Descent