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Robust subspace clustering with independent and piecewise identically distributed noise modeling Conference paper
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Long Beach, CA, USA, 15-20 June 2019
Authors:  Yuanman Li;  Jiantao Zhou;  Xianwei Zheng;  Jinyu Tian;  Yuan Yan Tang
Favorite |  | TC[WOS]:6 TC[Scopus]:7 | Submit date:2021/03/11
Robust Nonconvex Nonnegative Low-rank Representation Conference paper
2019 International Conference on Fuzzy Theory and Its Applications, iFUZZY 2019
Authors:  Zhao,Yin Ping;  Lu,Xiliang;  Chen,Long;  Tian,Jinyu;  Chen,C. L.Philip
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/03/09
ADMM  low-rank representation  nonconvex  Nonnegative  regularization  
Edge-Smoothing-Based Distribution Preserving Hyperspherical Embedding for Hyperspectral Image Classification Journal article
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2018,Volume: 11,Issue: 7,Page: 2501-2512
Authors:  Qin, Anyong;  Shang, Zhaowei;  Tian, Jinyu;  Zhang, Taiping;  Tang, Yuan Yan;  Qian, Jiye
Favorite |  | TC[WOS]:2 TC[Scopus]:3 | Submit date:2018/10/30
Dimensional reduction  distribution preserving embedding  edge-preserving smoothing  hyperspectral image (HSI) classification  unit hyperspherical manifold  
Learning the Distribution Preserving Semantic Subspace for Clustering Journal article
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2017,Volume: 26,Issue: 12,Page: 5950-5965
Authors:  Tian, Jinyu;  Zhang, Taiping;  Qin, Anyong;  Shang, Zhaowei;  Tang, Yuan Yan
Favorite |  | TC[WOS]:17 TC[Scopus]:19 | Submit date:2018/10/30
Clustering  Distribution Preserving Indexing  Semantic Representation  Local Manifold Structure  
Maximum Correntropy Criterion for Convex and Semi-Nonnegative Matrix Factorization Conference paper
Authors:  Qin, Anyong;  Shang, Zhaowei;  Tian, Jinyu;  Li, Ailin;  Wang, Yulong;  Tang, Yuan Yan;  IEEE
Favorite |  | TC[WOS]:2 TC[Scopus]:0 | Submit date:2018/10/30
Maximum correntropy criterion  Nonnegative matrix factorization  clustering  
Using Graph-Based Ensemble Learning to Classify Imbalanced Data Conference paper
Authors:  Qin, Anyong;  Shang, Zhaowei;  Tian, Jinyu;  Zhang, Taiping;  Wang, Yulong;  Tang, Yuan Yan;  IEEE
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2018/10/30
Imbalanced data  Ensemble learning  Consensus maximization