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Landmark-based k-factorization multi-view subspace clustering Journal article
Fang, Yuan, Yang, Geping, Chen, Xiang, Gong, Zhiguo, Yang, Yiyang, Chen, Can, Hao, Zhifeng. Landmark-based k-factorization multi-view subspace clustering[J]. Information Sciences, 2024, 667, 120480.
Authors:  Fang, Yuan;  Yang, Geping;  Chen, Xiang;  Gong, Zhiguo;  Yang, Yiyang; et al.
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:0/0 | Submit date：2024/05/16
Graph Alignment  K-factorization  Landmarks  Large-scale  Multi-view Clustering  Subspace Clustering  
Multi-view Subspace Clustering with Complex Noise Modeling Conference paper
Lu, Xiangyu, Zhu, Lingzhi, Sun, Yuyang. Multi-view Subspace Clustering with Complex Noise Modeling[C], New York, United States:Association for Computing Machinery, 2023, 48-57.
Authors:  Lu, Xiangyu;  Zhu, Lingzhi;  Sun, Yuyang
Favorite | TC[Scopus]:0 | Submit date：2024/01/10
Low Rank  Multi-view  Noise Modeling  Sparsity  Subspace Clustering  
Generalized Nonconvex Low-Rank Tensor Approximation for Multi-View Subspace Clustering Journal article
Chen, Yongyong, Wang, Shuqin, Peng, Chong, Hua, Zhongyun, Zhou, Yicong. Generalized Nonconvex Low-Rank Tensor Approximation for Multi-View Subspace Clustering[J]. IEEE Transactions on Image Processing, 2021, 30, 4022-4035.
Authors:  Chen, Yongyong;  Wang, Shuqin;  Peng, Chong;  Hua, Zhongyun;  Zhou, Yicong
Favorite | TC[WOS]:129 TC[Scopus]:134  IF:10.8/12.1 | Submit date：2022/05/13
Multi-view Clustering  Nonconvex Low-rank Tensor Approximation  Spectral Clustering  Subspace Clustering  
Simultaneously learning feature-wise weights and local structures for multi-view subspace clustering Journal article
Lin, Shi Xun, Zhong, Guo, Shu, Ting. Simultaneously learning feature-wise weights and local structures for multi-view subspace clustering[J]. KNOWLEDGE-BASED SYSTEMS, 2020, 205, 106280.
Authors:  Lin, Shi Xun;  Zhong, Guo;  Shu, Ting
Favorite | TC[WOS]:12 TC[Scopus]:19  IF:7.2/7.4 | Submit date：2021/12/06
Local Adaptive Learning  Multi-view Clustering  Subspace Clustering  
Multi-view subspace clustering via simultaneously learning the representation tensor and affinity matrix Journal article
Chen, Yongyong, Xiao, Xiaolin, Zhou, Yicong. Multi-view subspace clustering via simultaneously learning the representation tensor and affinity matrix[J]. Pattern Recognition, 2020, 106, 107441.
Authors:  Chen, Yongyong;  Xiao, Xiaolin;  Zhou, Yicong
Favorite | TC[WOS]:104 TC[Scopus]:117  IF:7.5/7.6 | Submit date：2021/12/06
Adaptive Weights  Local Manifold  Low-rank Tensor Representation  Multi-view Subspace Clustering  Tensor-singular Value Decomposition  
Graph-regularized least squares regression for multi-view subspace clustering Journal article
Chen, Yongyong, Wang, Shuqin, Zheng, Fangying, Cen, Yigang. Graph-regularized least squares regression for multi-view subspace clustering[J]. Knowledge-Based Systems, 2020, 194, 105482.
Authors:  Chen, Yongyong;  Wang, Shuqin;  Zheng, Fangying;  Cen, Yigang
Favorite | TC[WOS]:60 TC[Scopus]:65  IF:7.2/7.4 | Submit date：2021/12/06
Column-sparsity Norm  Least Squares Regression  Manifold Constraint  Multi-view Clustering  Subspace Clustering