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Discriminative and orthogonal subspace constraints-based nonnegative matrix factorization 期刊论文
ACM Transactions on Intelligent Systems and Technology, 2018, 卷号: 9, 期号: 6
作者:  Li, Xuelong;  Cui, Guosheng;  Dong, Yongsheng
Adobe PDF(2717Kb)  |  收藏  |  浏览/下载：173/0  |  提交时间：2019/03/04
Embedding fuzzy k-means with nonnegative spectral clustering via incorporating side information 会议论文
CIKM 2018 - Proceedings of the 27th ACM International Conference on Information and Knowledge Management, Torino, Italy, 2018-10-22
作者:  Guo, Muhan;  Nie, Feiping;  Zhang, Rui;  Li, Xuelong
Adobe PDF(1364Kb)  |  收藏  |  浏览/下载：227/0  |  提交时间：2018/12/21
Self-Weighted Adaptive Locality Discriminant Analysis 会议论文
2018 IEEE International Conference on Image Processing, ICIP 2018 - Proceedings, Athens, Greece, 2018-10-07
作者:  Guo, Muhan;  Nie, Feiping;  Li, Xuelong
Adobe PDF(942Kb)  |  收藏  |  浏览/下载：140/0  |  提交时间：2019/04/16
Structure preserving unsupervised feature selection 期刊论文
NEUROCOMPUTING, 2018, 卷号: 301, 页码: 36-45
作者:  Lu, Quanmao;  Li, Xuelong;  Dong, Yongsheng;  Dong, YS (reprint author), Chinese Acad Sci, Xian Inst Opt & Precis Mech, Xian 710119, Shaanxi, Peoples R China.
Adobe PDF(852Kb)  |  收藏  |  浏览/下载：305/2  |  提交时间：2018/06/11
Unsupervised Feature Selection  Self Expression Model  Structure Preserving  
Calibrated multi-task learning 会议论文
KDD 2018 - Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, London, United kingdom, 2018-08-19
作者:  Nie, Feiping;  Hu, Zhanxuan;  Li, Xuelong
Adobe PDF(1278Kb)  |  收藏  |  浏览/下载：165/0  |  提交时间：2018/09/27
Subspace clustering guided convex nonnegative matrix factorization 期刊论文
NEUROCOMPUTING, 2018, 卷号: 292, 页码: 38-48
作者:  Cui, Guosheng;  Li, Xuelong;  Dong, Yongsheng;  Dong, YS (reprint author), Chinese Acad Sci, Xian Inst Opt & Precis Mech, Ctr OPT IMagery Anal & Learning OPTIMAL, Xian 710119, Shaanxi, Peoples R China.
Adobe PDF(979Kb)  |  收藏  |  浏览/下载：261/1  |  提交时间：2018/04/26
Convex Nonnegative Matrix Factorization  Subspace Clustering  Multiple Centroids  Geometry Structure  Image Clustering  
Hyperspectral Anomaly Detection via Discriminative Feature Learning with Multiple-Dictionary Sparse Representation 期刊论文
REMOTE SENSING, 2018, 卷号: 10, 期号: 5
作者:  Ma, Dandan;  Yuan, Yuan;  Wang, Qi;  Wang, Qi (crabwq@gmail.com)
Adobe PDF(2761Kb)  |  收藏  |  浏览/下载：197/0  |  提交时间：2018/06/12
Anomaly Detection  Hyperspectral Image  Sparse Representation  Multiple Dictionaries  Feature Extraction  Clustering