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Self-Weighted Supervised Discriminative Feature Selection 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 8, 页码: 3913-3918
作者:  Zhang, Rui;  Nie, Feiping;  Li, Xuelong
Adobe PDF(1093Kb)  |  收藏  |  浏览/下载：231/1  |  提交时间：2018/09/11
Row-sparse Projection  Self-weighted Orthogonal Linear Discriminant Analysis (Solda)  Sparsity-inducing Regularization  Supervised Feature Selection  
Constrained Low-Rank Learning Using Least Squares-Based Regularization 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2017, 卷号: 47, 期号: 12, 页码: 4250-4262
作者:  Li, Ping;  Yu, Jun;  Wang, Meng;  Zhang, Luming;  Cai, Deng;  Li, Xuelong
Adobe PDF(1790Kb)  |  收藏  |  浏览/下载：191/1  |  提交时间：2017/12/26
Data Representation  Image Classification  Low-rank Learning  Regularization  Robust Recovery  
Latent semantic concept regularized model for blind image deconvolution 期刊论文
NEUROCOMPUTING, 2017, 卷号: 257, 页码: 206-213
作者:  Ye, Renzhen;  Li, Xuelong;  Ye, RZ (reprint author), Chinese Acad Sci, Xian Inst Opt & Precis Mech, State Key Lab Transient Opt & Photon, Ctr OPT IMagery Anal & Learning OPTIMAL, Xian 710119, Shaanxi, Peoples R China.
Adobe PDF(2791Kb)  |  收藏  |  浏览/下载：189/1  |  提交时间：2017/07/21
Machine Learning  Blind Deconvolution  Latent Semantic Learning  Matrix Factorization  Manifold Regularized  
Discrete Nonnegative Spectral Clustering 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2017, 卷号: 29, 期号: 9, 页码: 1834-1845
作者:  Yang, Yang;  Shen, Fumin;  Huang, Zi;  Shen, Heng Tao;  Li, Xuelong;  Shen, HT
Adobe PDF(1370Kb)  |  收藏  |  浏览/下载：169/2  |  提交时间：2017/09/14
Discrete Optimization  Spectral Clustering  Nonnegative  
Robust Joint Graph Sparse Coding for Unsupervised Spectral Feature Selection 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2017, 卷号: 28, 期号: 6, 页码: 1263-1275
作者:  Zhu, Xiaofeng;  Li, Xuelong;  Zhang, Shichao;  Ju, Chunhua;  Wu, Xindong;  Zhang, SC (reprint author), Zhejiang Gongshang Univ, Sch Comp Sci & Informat Technol, Hangzhou 310018, Zhejiang, Peoples R China.
Adobe PDF(2273Kb)  |  收藏  |  浏览/下载：271/1  |  提交时间：2017/06/14
Dimensionality Reduction  Manifold Learning  Regression  Sparse Coding  
Sparse Learning with Stochastic Composite Optimization 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2017, 卷号: 39, 期号: 6, 页码: 1223-1236
作者:  Zhang, Weizhong;  Zhang, Lijun;  Jin, Zhongming;  Jin, Rong;  Cai, Deng;  Li, Xuelong;  Liang, Ronghua;  He, Xiaofei
Adobe PDF(987Kb)  |  收藏  |  浏览/下载：183/0  |  提交时间：2017/05/31
Sparse Learning  Stochastic Optimization  Stochastic Composite Optimization  
Learning Instance Correlation Functions for Multilabel Classification 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2017, 卷号: 47, 期号: 2, 页码: 499-510
作者:  Liu, Huawen;  Li, Xuelong;  Zhang, Shichao
Adobe PDF(993Kb)  |  收藏  |  浏览/下载：177/1  |  提交时间：2017/04/06
l(1)-norm  Instance-based Learning  K-nearest Neighbors (Knns)  Multilabel Classification  Partial Least Square (Pls) Regression  
Block-Row Sparse Multiview Multilabel Learning for Image Classification 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2016, 卷号: 46, 期号: 2, 页码: 450-461
作者:  Zhu, Xiaofeng;  Li, Xuelong;  Zhang, Shichao;  Zhang, SC
Adobe PDF(853Kb)  |  收藏  |  浏览/下载：289/3  |  提交时间：2016/03/18
Feature Selection  Image Classification  Joint Sparse Learning  Machine Learning  Multiview Learning  
Recent Advances in Cloud Radio Access Networks: System Architectures, Key Techniques, and Open Issues 期刊论文
IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2016, 卷号: 18, 期号: 3, 页码: 2282-2308
作者:  Peng, Mugen;  Sun, Yaohua;  Li, Xuelong;  Mao, Zhendong;  Wang, Chonggang
Adobe PDF(4840Kb)  |  收藏  |  浏览/下载：230/2  |  提交时间：2016/10/13
Cloud Radio Access Network (C-ran)  Fronthaul Compression  Large-scale Collaborative Processing  Channel Estimation  Resource Allocation  
Learning Similarity With Multikernel Method 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2011, 卷号: 41, 期号: 1, 页码: 131-138
作者:  Tang, Yi;  Li, Luoqing;  Li, Xuelong
Adobe PDF(481Kb)  |  收藏  |  浏览/下载：382/2  |  提交时间：2011/09/30
Boosting  Learning Similarity  Multikernel