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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, 54(12), 7055-7968.
Authors:  Shi, Zhaoyin;  Chen, Long;  Ding, Weiping;  Zhong, Xiaopin;  Wu, Zongze; et al.
Favorite | TC[WOS]:2 TC[Scopus]:3  IF:9.4/10.3 | Submit date：2024/07/04
Fuzzy Clustering  Graph Clustering  High-dimensional Data  Implicit Model  
QFINCH: Quick hierarchical clustering using k-means and first neighbor relations Conference paper
Zhang, Jiajun, Yang, Geping, Yang, Yiyang, Lu, Juan. QFINCH: Quick hierarchical clustering using k-means and first neighbor relations[C]:Institute of Electrical and Electronics Engineers Inc., 2024, 1992-1997.
Authors:  Zhang, Jiajun;  Yang, Geping;  Yang, Yiyang;  Lu, Juan
Favorite | TC[WOS]:0 TC[Scopus]:0 | Submit date：2024/08/05
Data Mining  First Neighbor  Hierarchical Clustering  K-means  
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  
LiteWSEC: A Lightweight Framework for Web-Scale Spectral Ensemble Clustering Journal article
Yang,Geping, Deng,Sucheng, Chen,Can, Yang,Yiyang, Gong,Zhiguo, Chen,Xiang, Hao,Zhifeng. LiteWSEC: A Lightweight Framework for Web-Scale Spectral Ensemble Clustering[J]. IEEE Transactions on Knowledge and Data Engineering, 2023, 35(10), 10035 – 10047.
Authors:  Yang,Geping;  Deng,Sucheng;  Chen,Can;  Yang,Yiyang;  Gong,Zhiguo; et al.
Favorite | TC[WOS]:7 TC[Scopus]:5  IF:8.9/8.8 | Submit date：2023/08/03
Spectral Clustering  Data Quantization  Scalability  Ensemble Clustering  
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]:10 TC[Scopus]:12  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]:29 TC[Scopus]:33  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  
Fuzzy clustering for multiview data by combining latent information Journal article
Huiqin Wei, Long Chen, C. L. Philip Chen, Junwei Duan, Ruizhi Han, Li Guo. Fuzzy clustering for multiview data by combining latent information[J]. APPLIED SOFT COMPUTING, 2022, 126, 109140.
Authors:  Huiqin Wei;  Long Chen;  C. L. Philip Chen;  Junwei Duan;  Ruizhi Han; et al.
Favorite | TC[WOS]:11 TC[Scopus]:11  IF:7.2/7.0 | Submit date：2022/08/02
Fuzzy Clustering  Latent Information  Multiview Data  Tensor  Weighting  
Data Clustering Algorithm Based on Multi-Objective Periodic Bacterial Foraging Optimization with Two Learning Archives Conference paper
Guo, Chen, Tang, Heng, Niu, Ben. Data Clustering Algorithm Based on Multi-Objective Periodic Bacterial Foraging Optimization with Two Learning Archives[C], 2022.
Authors:  Guo, Chen;  Tang, Heng;  Niu, Ben
Favorite |  | Submit date：2022/08/19
Data Clustering, Multi-objective Optimization, Bacterial Foraging Optimization, Learning Archives  
A Survey on Incomplete Multiview Clustering Journal article
Jie Wen, Zheng Zhang, Lunke Fei, Bob Zhang, Yong Xu, Zhao Zhang, Jinxing Li. A Survey on Incomplete Multiview Clustering[J]. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2022, 53(2), 1136-1149.
Authors:  Jie Wen;  Zheng Zhang;  Lunke Fei;  Bob Zhang;  Yong Xu; et al.
Favorite | TC[WOS]:126 TC[Scopus]:129  IF:8.6/8.7 | Submit date：2023/01/30
Data Mining  Missing Views  Incomplete Multiview Clustering (Imc)  Multiview Learning  
Graph Enhanced Fuzzy Clustering for Categorical Data Using a Bayesian Dissimilarity Measure Journal article
Zhang, Chuanbin, Chen, Long, Zhao, Yin Ping, Wang, Yingxu, Chen, C. L.P.. Graph Enhanced Fuzzy Clustering for Categorical Data Using a Bayesian Dissimilarity Measure[J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2022, 31(3), 810 - 824.
Authors:  Zhang, Chuanbin;  Chen, Long;  Zhao, Yin Ping;  Wang, Yingxu;  Chen, C. L.P.
Favorite | TC[WOS]:14 TC[Scopus]:13  IF:10.7/9.7 | Submit date：2022/08/05
Bayesian Methods  Categorical Data  Fuzzy Centroids  Fuzzy Clustering  Graph  KullbacK–leibler (K–l) Divergence