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Block Principal Component Analysis With Nongreedy l(1)-Norm Maximization 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2016, 卷号: 46, 期号: 11, 页码: 2543-2547
Authors:  Li, Bing Nan;  Yu, Qiang;  Wang, Rong;  Xiang, Kui;  Wang, Meng;  Li, Xuelong;  Li, BN (reprint author), Hefei Univ Technol, Dept Biomed Engn, Hefei 230009, Peoples R China.
Adobe PDF(1305Kb)  |  Favorite  |  View/Download:98/1  |  Submit date:2016/11/18
Block Principal Component Analysis (Bpca)  Dimensionality Reduction  l(1)-norm  Nongreedy Strategy  Outliers  
A-Optimal Projection for Image Representation 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2016, 卷号: 38, 期号: 5, 页码: 1009-1015
Authors:  He, Xiaofei;  Zhang, Chiyuan;  Zhang, Lijun;  Li, Xuelong
Adobe PDF(396Kb)  |  Favorite  |  View/Download:39/1  |  Submit date:2016/08/19
Dimensionality Reduction  Optimal Design  Image Representation  
Sparse kernel entropy component analysis for dimensionality reduction of biomedical data 期刊论文
NEUROCOMPUTING, 2015, 卷号: 168, 页码: 930-940
Authors:  Shi, Jun;  Jiang, Qikun;  Zhang, Qi;  Huang, Qinghua;  Li, Xuelong
Adobe PDF(1811Kb)  |  Favorite  |  View/Download:212/1  |  Submit date:2015/09/14
Sparse Kernel Entropy Component Analysis  Divide-and-conquer Method  Dimensionality Reduction  Biomedical Data  
Local Coordinate Concept Factorization for Image Representation 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2014, 卷号: 25, 期号: 6, 页码: 1071-1082
Authors:  Liu, Haifeng;  Yang, Zheng;  Yang, Ji;  Wu, Zhaohui;  Li, Xuelong
Adobe PDF(2849Kb)  |  Favorite  |  View/Download:82/2  |  Submit date:2015/03/18
Data Representation  Dimensionality Reduction  Image Clustering  Matrix Factorization  
Ranking Graph Embedding for Learning to Rerank 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2013, 卷号: 24, 期号: 8, 页码: 1292-1303
Authors:  Pang, Yanwei;  Ji, Zhong;  Jing, Peiguang;  Li, Xuelong
Adobe PDF(906Kb)  |  Favorite  |  View/Download:101/1  |  Submit date:2015/06/03
Dimensionality Reduction  Graph Embedding  Image Search Reranking  Learning To Rank