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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  
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]:25 TC[Scopus]:30 | Submit date:2019/02/11
Generalization Ability  Learning Rate  Markov Sampling  Support Vector Machine Classification (Svmc)  
Social Image Tagging With Diverse Semantics Journal article
IEEE Transactions on Cybernetics, 2014,Volume: 44,Issue: 12,Page: 2493 - 2508
Authors:  Xueming Qian;  Xian-Sheng Hua;  Yuan Yan Tang;  Tao Mei
Favorite |  | TC[WOS]:36 TC[Scopus]:41 | Submit date:2018/10/30
Image Tagging  Semantic  Social Media  Tag Diversity  Tag Enrichment  Tag Relevance  
High-Order Distance-Based Multiview Stochastic Learning in Image Classification Journal article
IEEE Transactions on Cybernetics, 2014,Volume: 44,Issue: 12,Page: 2431 - 2442
Authors:  Jun Yu;  Yong Rui;  Yuan Yan Tang;  Dacheng Tao
Favorite |  | TC[WOS]:228 TC[Scopus]:224 | Submit date:2018/10/30
Hypergraph  Image Classification  Multiview Stochastic  Probability Matrix  
Topological coding and its application in the refinement of SIFT Journal article
IEEE Transactions on Cybernetics, 2014,Volume: 44,Issue: 11,Page: 2155-2166
Authors:  Liu, Run Zong;  Tang, Yuan Yan;  Fang, Bin
Favorite |  | TC[WOS]:11 TC[Scopus]:10 | Submit date:2018/11/06
Convex Hull  Isometric Assumption  Point Pattern Matching  Scale Invariant Feature Transform (Sift)  Topological Structure  
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]:39 TC[Scopus]:40 | Submit date:2018/10/30
Functional Data Analysis (Fda)  Functional Data Representation  Functional Principal Component Analysis (Fpca)  Hyperspectral Image Classification  Support Vector Machines (Svm)  
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  
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]:17 TC[Scopus]:21 | Submit date:2019/02/11
Error Analysis  Integral Operator  Ranking  Reproducing Kernel Hilbert Space  Sampling Operator  Stochastic Gradient Descent