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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
View  |  Adobe PDF(3835Kb)  |  Favorite  |  View/Download:171/106  |  Submit date:2017/09/12
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
Favorite  |  View/Download:44/0  |  Submit date:2015/08/12
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
Favorite  |  View/Download:93/0  |  Submit date:2015/08/12
Sparse Neighborhood Preserving Embedding  Sparse Subspace Learning  Discriminant Learning  Maximum Margin Criterion  Discriminant Sparse Neighborhood Preserving Embedding  Face Recognition  
AI in China: A Survey 期刊论文
IEEE INTELLIGENT SYSTEMS, 2008, 卷号: 23, 期号: 6, 页码: 26-32
Authors:  Gao, Xiao-shan;  Lu, Ruqian;  Ouyang, Dan-tong;  Sun, Ji-gui;  Li, San-jiang;  Shi, Chun-yi;  Yao, Tian-shun;  Lu, Ru-zhan;  Han, Zhan-gang;  Wang, Jue;  Cao, Cun-gen
Favorite  |  View/Download:51/0  |  Submit date:2015/11/08
人工智能发展近况 期刊论文
中国计算机学会通讯, 2008, 卷号: 8, 期号: 4, 页码: 15-27
Authors:  高小山;  孙吉贵;  李三江;  姚天顺;  陆汝占;  欧阳丹彤;  石纯一;  韩战钢;  曹存根;  郑晓龙;  曾大军;  王飞跃;  陆汝钤
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人工智能