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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  
Data Representation by Joint Hypergraph Embedding and Sparse Coding (Extended Abstract) Conference paper
Guo Zhong, Chi-Man Pun. Data Representation by Joint Hypergraph Embedding and Sparse Coding (Extended Abstract)[C]:IEEE Computer Society, 2023, 3781 - 3782.
Authors:  Guo Zhong;  Chi-Man Pun
Favorite | TC[Scopus]:0 | Submit date：2023/08/21
Data Clustering  Data Representation  Hypergraph Learning  Kernel Trick  Matrix Factorization  
The impact of isolation kernel on agglomerative hierarchical clustering algorithms Journal article
Han,Xin, Zhu,Ye, Ting,Kai Ming, Li,Gang. The impact of isolation kernel on agglomerative hierarchical clustering algorithms[J]. Pattern Recognition, 2023, 139, 109517.
Authors:  Han,Xin;  Zhu,Ye;  Ting,Kai Ming;  Li,Gang
Favorite | TC[WOS]:6 TC[Scopus]:7  IF:7.5/7.6 | Submit date：2023/08/03
Agglomerative Hierarchical Clustering  Dendrogram Purity  Gaussian Kernel  Isolation Kernel  Varied Densities  
Tensor Learning Meets Dynamic Anchor Learning: From Complete to Incomplete Multiview Clustering Journal article
Chen,Yongyong, Zhao,Xiaojia, Zhang,Zheng, Liu,Youfa, Su,Jingyong, Zhou,Yicong. Tensor Learning Meets Dynamic Anchor Learning: From Complete to Incomplete Multiview Clustering[J]. IEEE Transactions on Neural Networks and Learning Systems, 2023, 1-14.
Authors:  Chen,Yongyong;  Zhao,Xiaojia;  Zhang,Zheng;  Liu,Youfa;  Su,Jingyong; et al.
Favorite | TC[WOS]:3 TC[Scopus]:4  IF:10.2/10.4 | Submit date：2023/08/03
Bipartite Graph  Bipartite Graph Learning (Bgl)  Correlation  Excavation  Incomplete Multiview Clustering (Imvc)  Kernel  Low-rank Tensor Learning  Multiview Clustering (Mvc)  Optimization  Task Analysis  Tensors  
Random Feature based Collaborative Kernel Fuzzy Clustering for Distributed Peer-to-Peer Networks Journal article
Yingxu Wang, Shiyuan Han, Jin Zhou, Long Chen, C. L. Philip Chen, Tong Zhang, Zhulin Liu, Lin Wang, Yuehui Chen. Random Feature based Collaborative Kernel Fuzzy Clustering for Distributed Peer-to-Peer Networks[J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2022, 31(2), 692 - 706.
Authors:  Yingxu Wang;  Shiyuan Han;  Jin Zhou;  Long Chen;  C. L. Philip Chen; et al.
Favorite | TC[WOS]:1 TC[Scopus]:2  IF:10.7/9.7 | Submit date：2022/08/05
Collaborative Distributed Clustering  Feature Weights  Kernel Fuzzy Clustering  Random Fourier Feature  
Data Representation by Joint Hypergraph Embedding and Sparse Coding Journal article
Guo Zhong, Chi-Man Pun. Data Representation by Joint Hypergraph Embedding and Sparse Coding[J]. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2022, 34(5), 2106-2119.
Authors:  Guo Zhong;  Chi-Man Pun
Favorite | TC[WOS]:5 TC[Scopus]:7  IF:8.9/8.8 | Submit date：2022/05/13
Data Clustering  Data Representation  Hypergraph Learning  Kernel Trick  Matrix Factorization  
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  
Random Maclaurin Feature-based Fuzzy Clustering Conference paper
Wang,Yingxu, Chen,Long, Li,Tianjun, Tian,Yifei. Random Maclaurin Feature-based Fuzzy Clustering[C], 2020, 417-422.
Authors:  Wang,Yingxu;  Chen,Long;  Li,Tianjun;  Tian,Yifei
Favorite | TC[Scopus]:0 | Submit date：2021/03/09
Fuzzy Clustering  Kernel-based Clustering  Polynomial Kernel  Random Maclaurin Feature  
Jointly Learning Kernel Representation Tensor and Affinity Matrix for Multi-View Clustering Journal article
Chen, Yongyong, Xiao, Xiaolin, Zhou, Yicong. Jointly Learning Kernel Representation Tensor and Affinity Matrix for Multi-View Clustering[J]. IEEE Transactions on Multimedia, 2020, 22(8), 1985-1997.
Authors:  Chen, Yongyong;  Xiao, Xiaolin;  Zhou, Yicong
Favorite | TC[WOS]:87 TC[Scopus]:97  IF:8.4/8.0 | Submit date：2021/12/06
Multi-view Clustering  Low-rank Tensor Represen-tation  Kernel Trick  Affinity Matrix  Adaptive Weight  
Approximate empirical kernel map-based iterative extreme learning machine for clustering Journal article
Chen, Chuangquan, Vong, Chi Man, Wong, Pak Kin, Tai, Keng Iam. Approximate empirical kernel map-based iterative extreme learning machine for clustering[J]. NEURAL COMPUTING & APPLICATIONS, 2020, 32(12), 8031-8046.
Authors:  Chen, Chuangquan;  Vong, Chi Man;  Wong, Pak Kin;  Tai, Keng Iam
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:4.5/4.7 | Submit date：2022/08/09
Maximum Margin Clustering  Extreme Learning Machine  Approximate Empirical Kernel Map  Kernel Learning  Compact Model