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Selective multiple kernel fuzzy clustering with locality preserved ensemble Journal article
Zhang, Chuanbin, Chen, Long, Yu, Yu Feng, Zhao, Yin Ping, Shi, Zhaoyin, Wang, Yingxu, Bai, Weihua. Selective multiple kernel fuzzy clustering with locality preserved ensemble[J]. Knowledge-Based Systems, 2024, 301, 112327.
Authors:  Zhang, Chuanbin;  Chen, Long;  Yu, Yu Feng;  Zhao, Yin Ping;  Shi, Zhaoyin; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:7.2/7.4 | Submit date：2024/09/03
Clustering Ensemble  Feature Fusion  Graph  Multi-objective Optimization  Multiple Kernel Fuzzy Clustering  
Bipartite Graph-based Projected Clustering with Local Region Guidance for Hyperspectral Imagery Journal article
Zhang, Yongshan, Jiang, Guozhu, Cai, Zhihua, Zhou, Yicong. Bipartite Graph-based Projected Clustering with Local Region Guidance for Hyperspectral Imagery[J]. IEEE Transactions on Multimedia, 2024, 26, 9551-9563.
Authors:  Zhang, Yongshan;  Jiang, Guozhu;  Cai, Zhihua;  Zhou, Yicong
Favorite | TC[WOS]:3 TC[Scopus]:4  IF:8.4/8.0 | Submit date：2024/05/16
Hyperspectral Imagery  Bipartite Graph  Projected Clustering  Superpixel Segmentation  
IFKMHC: Implicit Fuzzy K-Means Model for High-Dimensional Data Clustering Journal article
Shi, Zhaoyin, Chen, Long, Ding, Weiping, Zhong, Xiaopin, Wu, Zongze, Chen, Guang Yong, Zhang, Chuanbin, Wang, Yingxu, Chen, C. L.P.. IFKMHC: Implicit Fuzzy K-Means Model for High-Dimensional Data Clustering[J]. IEEE TRANSACTIONS ON CYBERNETICS, 2024.
Authors:  Shi, Zhaoyin;  Chen, Long;  Ding, Weiping;  Zhong, Xiaopin;  Wu, Zongze; et al.
Favorite | TC[WOS]:1 TC[Scopus]:2  IF:9.4/10.3 | Submit date：2024/07/04
Fuzzy Clustering  Graph Clustering  High-dimensional Data  Implicit Model  
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  
Soft Multiprototype Clustering Algorithm via Two-Layer Semi-NMF Journal article
Zeng, Shan, Duan, Xiangjun, Bai, Jun, Tao, Wei, Hu, Kun, Tang, Yuanyan. Soft Multiprototype Clustering Algorithm via Two-Layer Semi-NMF[J]. IEEE Transactions on Fuzzy Systems, 2024, 32(4), 1615-1629.
Authors:  Zeng, Shan;  Duan, Xiangjun;  Bai, Jun;  Tao, Wei;  Hu, Kun; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:10.7/9.7 | Submit date：2024/05/02
Fuzzy Clustering  Laplace Graph Regularization  Seminonnegative Matrix Factorization (Semi-nmf)  Soft Multiprototype Clustering  
Bilevel fuzzy clustering via adaptive similarity graphs fusion Journal article
Zhao, Yin Ping, Dai, Xiangfeng, Chen, Yongyong, Zhang, Chuanbin, Chen, Long, Zhao, Yue. Bilevel fuzzy clustering via adaptive similarity graphs fusion[J]. Information Sciences, 2024, 662, 120281.
Authors:  Zhao, Yin Ping;  Dai, Xiangfeng;  Chen, Yongyong;  Zhang, Chuanbin;  Chen, Long; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:0/0 | Submit date：2024/04/02
Fuzzy Clustering  Graph  Similarity Matrix  Spectral 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  
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