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Two-Dimensional Parametric Polynomial Chaotic System Journal article
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2022,Volume: 52,Issue: 7,Page: 4402 - 4414
Authors:  Hua, Zhongyun;  Chen, Yongyong;  Bao, Han;  Zhou, Yicong
Favorite |  | TC[WOS]:4 TC[Scopus]:4 | Submit date:2022/05/13
Bifurcation  Chaotic Communication  Chaotic System  Complexity Theory  Degradation  Discrete-time System  Generators  Logistics  Nonlinear System  Pseudorandom Number Generator (Png)  Robust Chaos  Two Dimensional Displays  
Low-Rank Tensor Graph Learning for Multi-View Subspace Clustering Journal article
IEEE Transactions on Circuits and Systems for Video Technology, 2022,Volume: 32,Issue: 1,Page: 92-104
Authors:  Chen, Yongyong;  Xiao, Xiaolin;  Peng, Chong;  Lu, Guangming;  Zhou, Yicong
Favorite |  | TC[WOS]:19 TC[Scopus]:15 | Submit date:2022/02/22
Graph Learning  Low-rank  Multi-view Clustering  Tensor Approximation  
Partial Tubal Nuclear Norm Regularized Multi-view Learning Conference paper
MM 2021 - Proceedings of the 29th ACM International Conference on Multimedia, Chengdu, 2021-10
Authors:  Chen, Yongyong;  Wang, Shuqin;  Peng, Chong;  Lu, Guangming;  Zhou, Yicong
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/12/08
Clustering  Dimension Reduction  Low-rank Tensor  Multi-view Learning  
Generalized Nonconvex Low-Rank Tensor Approximation for Multi-View Subspace Clustering Journal article
IEEE Transactions on Image Processing, 2021,Volume: 30,Page: 4022-4035
Authors:  Chen, Yongyong;  Wang, Shuqin;  Peng, Chong;  Hua, Zhongyun;  Zhou, Yicong
Favorite |  | TC[WOS]:25 TC[Scopus]:26 | Submit date:2022/05/13
Multi-view Clustering  Nonconvex Low-rank Tensor Approximation  Spectral Clustering  Subspace Clustering  
Prior Knowledge Regularized Multiview Self-Representation and its Applications Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2021,Volume: 32,Issue: 3,Page: 1325-1338
Authors:  Xiao, Xiaolin;  Chen, Yongyong;  Gong, Yue Jiao;  Zhou, Yicong
Favorite |  | TC[WOS]:9 TC[Scopus]:6 | Submit date:2021/12/07
Low-rank Tensor Representation  Multiview  Prior Knowledge  Self-representation  Semisupervised Classification  Tensor Singular Value Decomposition (T-svd)  Weakly Supervised Clustering  
Self-paced Enhanced Low-rank Tensor Kernelized Multi-view Subspace Clustering Journal article
IEEE Transactions on Multimedia, 2021
Authors:  Chen, Yongyong;  Wang, Shuqin;  Xiao, Xiaolin;  Liu, Youda;  Hua, Zhongyun;  Zhou, Yicong
Favorite |  | TC[WOS]:2 TC[Scopus]:2 | Submit date:2022/05/13
Clustering Methods  Enhanced Low-rank Representation  Feature Extraction  Kernel  Kernel  Low-rank Tensor Representation  Multi-view Clustering  Reliability  Self-paced Learning  Streaming Media  Tensors  Videos  
Adaptive Transition Probability Matrix Learning for Multiview Spectral Clustering Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2021
Authors:  Chen, Yongyong;  Xiao, Xiaolin;  Hua, Zhongyun;  Zhou, Yicong
Favorite |  | TC[WOS]:12 TC[Scopus]:12 | Submit date:2022/05/13
Adaptive Learning  Clustering Methods  Complexity Theory  Computational Modeling  Learning Systems  Low-rank Representation (Lrr)  Markov Chain  Multiview Clustering  Sparse Matrices  Spectral Clustering.  Task Analysis  Tensors  
Low-Rank Preserving t-Linear Projection for Robust Image Feature Extraction Journal article
IEEE transactions on image processing, 2020,Volume: 30,Page: 108-120
Authors:  Xiaolin Xiao;  Yongyong Chen;  Yue-Jiao Gong;  Yicong Zhou
Favorite |  | TC[WOS]:9 TC[Scopus]:8 | Submit date:2022/09/02
Adaptive Graph  Low-rank Tensor Representation  Robust Feature Extraction  T-linear Projection Learning  Tensorproduct (T-product)  
Multi-view subspace clustering via simultaneously learning the representation tensor and affinity matrix Journal article
Pattern Recognition, 2020,Volume: 106
Authors:  Chen, Yongyong;  Xiao, Xiaolin;  Zhou, Yicong
Favorite |  | TC[WOS]:37 TC[Scopus]:29 | Submit date:2021/12/06
Adaptive Weights  Local Manifold  Low-rank Tensor Representation  Multi-view Subspace Clustering  Tensor-singular Value Decomposition  
Hyperspectral image denoising by total variation-regularized bilinear factorization Journal article
Signal Processing, 2020,Volume: 174
Authors:  Chen, Yongyong;  Li, Jiaxue;  Zhou, Yicong
Favorite |  | TC[WOS]:4 TC[Scopus]:7 | Submit date:2021/12/06
Bilinear Factorization  Denoising  Hyperspectral Image  Total Variation