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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]:1 TC[Scopus]:1  IF:0/0 | Submit date:2024/05/16
Graph Alignment  K-factorization  Landmarks  Large-scale  Multi-view Clustering  Subspace Clustering  
Self-Completed Bipartite Graph Learning for Fast Incomplete Multi-View Clustering Journal article
Xiaojia Zhao, Qiangqiang Shen, Yongyong Chen, Yongsheng Liang, Junxin Chen, Yicong Zhou. Self-Completed Bipartite Graph Learning for Fast Incomplete Multi-View Clustering[J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2024, 34(4), 2166-2178.
Authors:  Xiaojia Zhao;  Qiangqiang Shen;  Yongyong Chen;  Yongsheng Liang;  Junxin Chen; et al.
Favorite | TC[WOS]:7 TC[Scopus]:5  IF:8.3/7.1 | Submit date:2023/09/07
Bipartite Graph Learning  Graph Self-completion  Incomplete Multi-view Clustering  
Latent information-guided one-step multi-view fuzzy clustering based on cross-view anchor graph Journal article
Zhang, Chuanbin, Chen, Long, Shi, Zhaoyin, Ding, Weiping. Latent information-guided one-step multi-view fuzzy clustering based on cross-view anchor graph[J]. Information Fusion, 2024, 102, 102025.
Authors:  Zhang, Chuanbin;  Chen, Long;  Shi, Zhaoyin;  Ding, Weiping
Favorite | TC[WOS]:7 TC[Scopus]:10  IF:14.7/16.1 | Submit date:2024/02/22
Anchor Graph  Fuzzy Clustering  Information Fusion  Latent Feature  Multi-view Learning  
Incomplete Multi-View Clustering with Regularized Hierarchical Graph Conference paper
Zhao, Shuping, Fei, Lunke, Wen, Jie, Zhang, Bob, Zhao, Pengyang. Incomplete Multi-View Clustering with Regularized Hierarchical Graph[C], 2023, 3060-3068.
Authors:  Zhao, Shuping;  Fei, Lunke;  Wen, Jie;  Zhang, Bob;  Zhao, Pengyang
Favorite | TC[WOS]:0 TC[Scopus]:2 | Submit date:2024/01/10
Consensus Representation  Incomplete Multi-view Clustering  Regularized Graph Diffusion  Structure Completion  
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  
Self-taught Multi-view Spectral Clustering Journal article
Guo Zhong, Chi-Man Pun. Self-taught Multi-view Spectral Clustering[J]. Pattern Recognition, 2023, 138, 109349.
Authors:  Guo Zhong;  Chi-Man Pun
Favorite | TC[WOS]:21 TC[Scopus]:24  IF:7.5/7.6 | Submit date:2023/02/28
Graph Clustering  Multi-view Clustering  Spectral Clustering  Spectral Rotation  
Simultaneous Laplacian embedding and subspace clustering for incomplete multi-view data Journal article
Guo Zhong, Chi-Man Pun. Simultaneous Laplacian embedding and subspace clustering for incomplete multi-view data[J]. KNOWLEDGE-BASED SYSTEMS, 2023, 262, 110244.
Authors:  Guo Zhong;  Chi-Man Pun
Favorite | TC[WOS]:8 TC[Scopus]:9  IF:7.2/7.4 | Submit date:2023/02/22
Clustering  Incomplete Multi-view Data  Laplacian Embedding  Spectral Rotation  
Improved Normalized Cut for Multi-view Clustering Journal article
Zhong, Guo, Pun, Chi Man. Improved Normalized Cut for Multi-view Clustering[J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2022, 44(12), 10244-10251.
Authors:  Zhong, Guo;  Pun, Chi Man
Favorite | TC[WOS]:25 TC[Scopus]:28  IF:20.8/22.2 | Submit date:2022/05/13
Clustering  Clustering Algorithms  Clustering Methods  Fuses  Laplace Equations  Linear Programming  Matrix Decomposition  Multi-view Data  Normalized Cut  Optimization  
Self-paced Enhanced Low-rank Tensor Kernelized Multi-view Subspace Clustering Journal article
Chen, Yongyong, Wang, Shuqin, Xiao, Xiaolin, Liu, Youfa, Hua, Zhongyun, Zhou, Yicong. Self-paced Enhanced Low-rank Tensor Kernelized Multi-view Subspace Clustering[J]. IEEE Transactions on Multimedia, 2022, 24, 4054-4065.
Authors:  Chen, Yongyong;  Wang, Shuqin;  Xiao, Xiaolin;  Liu, Youfa;  Hua, Zhongyun; et al.
Favorite | TC[WOS]:25 TC[Scopus]:26  IF:8.4/8.0 | Submit date:2022/05/13
Multi-view Clustering  Low-rank Tensor Representation  Kernel  Enhanced Low-rank Representation  Self-paced Learning  
Low-Rank Tensor Graph Learning for Multi-View Subspace Clustering Journal article
Chen, Yongyong, Xiao, Xiaolin, Peng, Chong, Lu, Guangming, Zhou, Yicong. Low-Rank Tensor Graph Learning for Multi-View Subspace Clustering[J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2022, 32(1), 92-104.
Authors:  Chen, Yongyong;  Xiao, Xiaolin;  Peng, Chong;  Lu, Guangming;  Zhou, Yicong
Favorite | TC[WOS]:123 TC[Scopus]:125  IF:8.3/7.1 | Submit date:2022/02/22
Graph Learning  Low-rank  Multi-view Clustering  Tensor Approximation