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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
Authors:  Gui, Jie;  Sun, Zhenan;  Ji, Shuiwang;  Tao, Dacheng;  Tan, Tieniu
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Dimensionality Reduction  Feature Selection  Sparse  Structured Sparsity  
How to Estimate the Regularization Parameter for Spectral Regression Discriminant Analysis and its Kernel Version? 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2014, 卷号: 24, 期号: 2, 页码: 211-223
Authors:  Gui, Jie;  Sun, Zhenan;  Cheng, Jun;  Ji, Shuiwang;  Wu, Xindong
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Kernel Methods  Perturbation Linear Discriminant Analysis  Regularization Parameter Estimation  Spectral Regression Discriminant Analysis  
Discriminant sparse neighborhood preserving embedding for face recognition 期刊论文
PATTERN RECOGNITION, 2012, 卷号: 45, 期号: 8, 页码: 2884-2893
Authors:  Gui, Jie;  Sun, Zhenan;  Jia, Wei;  Hu, Rongxiang;  Lei, Yingke;  Ji, Shuiwang
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Sparse Neighborhood Preserving Embedding  Sparse Subspace Learning  Discriminant Learning  Maximum Margin Criterion  Discriminant Sparse Neighborhood Preserving Embedding  Face Recognition