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Feature Selection Based on Structured Sparsity: A Comprehensive Study 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2017, 卷号: 28, 期号: 7, 页码: 1490-1507
作者:  Gui, Jie;  Sun, Zhenan;  Ji, Shuiwang;  Tao, Dacheng;  Tan, Tieniu
浏览  |  Adobe PDF(3835Kb)  |  收藏  |  浏览/下载:569/272  |  提交时间:2017/09/12
Dimensionality Reduction  Feature Selection  Sparse  Structured Sparsity  
Representative Vector Machines: A Unified Framework for Classical Classifiers 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2016, 卷号: 46, 期号: 8, 页码: 1877-1888
作者:  Gui, Jie;  Liu, Tongliang;  Tao, Dacheng;  Sun, Zhenan;  Tan, Tieniu
Adobe PDF(1081Kb)  |  收藏  |  浏览/下载:433/105  |  提交时间:2016/10/20
Discriminant Vector Machine (Dvm)  Pattern Classification  Representative Vector Machines (Rvms)  Sparse Representation  Support Vector Machines (Svms)  
Transformation invariant subspace clustering 期刊论文
PATTERN RECOGNITION, 2016, 卷号: 59, 期号: doi:10.1016/j.patcog.2016.02.006, 页码: 142-155
作者:  Li, Qi;  Sun, Zhenan;  Lin, Zhouchen;  He, Ran;  Tan, Tieniu
Adobe PDF(3366Kb)  |  收藏  |  浏览/下载:356/101  |  提交时间:2016/06/22
Transformation  Subspace Clustering  Joint Alignment And Clustering