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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：199/1  |  提交时间：2017/12/26
Data Representation  Image Classification  Low-rank Learning  Regularization  Robust Recovery  
Hyperspectral image band selection via global optimal clustering 会议论文
2017 IEEE International Geoscience and Remote Sensing Symposium: International Cooperation for Global Awareness, IGARSS 2017 - Proceedings, Fort Worth, TX, United states, 2017-07-23
作者:  Zhang, Fahong;  Wang, Qi;  Li, Xuelong
Adobe PDF(150Kb)  |  收藏  |  浏览/下载：231/0  |  提交时间：2018/03/21
Nuclear Norm-Based 2DLPP for Image Classification 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2017, 卷号: 19, 期号: 11, 页码: 2391-2403
作者:  Lu, Yuwu;  Yuan, Chun;  Lai, Zhihui;  Li, Xuelong;  Wong, Wai Keung;  Zhang, David
Adobe PDF(1415Kb)  |  收藏  |  浏览/下载：193/0  |  提交时间：2017/12/25
Image Classification  Preserving Projections  Robust  Two-dimensional  
Statistical Hypothesis Detector for Abnormal Event Detection in Crowded Scenes 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2017, 卷号: 47, 期号: 11, 页码: 3597-3608
作者:  Yuan, Yuan;  Feng, Yachuang;  Lu, Xiaoqiang
Adobe PDF(1891Kb)  |  收藏  |  浏览/下载：207/1  |  提交时间：2017/12/25
Abnormal Event Detection  Abnormality Detector  Mixture Of Gaussian (Mog)  Statistical Hypothesis Test  
Refined-Graph Regularization-Based Nonnegative Matrix Factorization 期刊论文
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2017, 卷号: 9, 期号: 1
作者:  Li, Xuelong;  Cui, Guosheng;  Dong, Yongsheng;  Dong, Yongsheng (dongyongsheng98@163.com)
Adobe PDF(1136Kb)  |  收藏  |  浏览/下载：298/0  |  提交时间：2017/09/26
Data Representation  Refined-graph  Nonnegative Matrix Factorization (Nmf)  Least Squares Regression  Image Clustering  
Graph PCA Hashing for Similarity Search 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2017, 卷号: 19, 期号: 9, 页码: 2033-2044
作者:  Zhu, Xiaofeng;  Li, Xuelong;  Zhang, Shichao;  Xu, Zongben;  Yu, Litao;  Wang, Can;  Zhang, SC (reprint author), Guangxi Normal Univ, Guangxi Key Lab MIMS, Guilin 541004, Peoples R China.
Adobe PDF(458Kb)  |  收藏  |  浏览/下载：210/0  |  提交时间：2017/12/29
Hashing  Image Retrieval  Manifold Learning  Similarity Search  Spectral Clustering  
Dimensionality Reduction by Spatial-Spectral Preservation in Selected Bands 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2017, 卷号: 55, 期号: 9, 页码: 5185-5197
作者:  Zheng, Xiangtao;  Yuan, Yuan;  Lu, Xiaoqiang;  Lu, XQ
Adobe PDF(2869Kb)  |  收藏  |  浏览/下载：249/2  |  提交时间：2017/09/20
Band Selection  Determinantal Point Process (Dpp)  Dimensionality Reduction (Dr)  Multiple Laplacian Eigenmaps (Mles)  
Overlapping Community Detection for Multimedia Social Networks 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2017, 卷号: 19, 期号: 8, 页码: 1881-1893
作者:  Huang, Faliang;  Li, Xuelong;  Zhang, Shichao;  Zhang, Jilian;  Chen, Jinhui;  Zhai, Zhinian
Adobe PDF(827Kb)  |  收藏  |  浏览/下载：205/0  |  提交时间：2017/12/25
Ensemble Learning  Line Graph  Overlapping-communities Detection  Particle Swarm Optimization (Pso)  Social Network  
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：276/1  |  提交时间：2017/06/14
Dimensionality Reduction  Manifold Learning  Regression  Sparse Coding  
Re-Weighted Discriminatively Embedded K-Means for Multi-View Clustering 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2017, 卷号: 26, 期号: 6, 页码: 3016-3027
作者:  Xu, Jinglin;  Han, Junwei;  Nie, Feiping;  Li, Xuelong;  Xu, Jinglin (xujinglinlove@gmail.com)
Adobe PDF(3000Kb)  |  收藏  |  浏览/下载：303/0  |  提交时间：2017/05/31
Multi-view Clustering  Discriminatively Embedded K-means  Low-dimensional Subspace  Iterative Re-weighted Least Squares