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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  
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  
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  
Multiple Random Feature Superpixel-Based Fuzzy Clustering for Image Segmentation Conference paper
Zhang, Chuanbin, Chen, Long, Tian, Yifei, Shi, Zhaoyin, Wang, Yingxu. Multiple Random Feature Superpixel-Based Fuzzy Clustering for Image Segmentation[C]:Institute of Electrical and Electronics Engineers Inc., 2023, 85-90.
Authors:  Zhang, Chuanbin;  Chen, Long;  Tian, Yifei;  Shi, Zhaoyin;  Wang, Yingxu
Favorite | TC[Scopus]:0 | Submit date：2024/02/22
Fuzzy Clustering  Image Segmentation  Random Feature Map  Super-pixel  
Robust and fuzzy ensemble framework via spectral learning for random projection-based fuzzy-c-means clustering Journal article
Shi, Zhaoyin, Chen, Long, Duan, Junwei, Chen, Guangyong, Zhao, Kai. Robust and fuzzy ensemble framework via spectral learning for random projection-based fuzzy-c-means clustering[J]. Engineering Applications of Artificial Intelligence, 2023, 117.
Authors:  Shi, Zhaoyin;  Chen, Long;  Duan, Junwei;  Chen, Guangyong;  Zhao, Kai
Favorite | TC[WOS]:9 TC[Scopus]:10  IF:7.5/7.4 | Submit date：2023/02/08
Ensemble  Fuzzy-c-means  Random Projection  Robust  Spectral Learning  
Parameter-Free Robust Ensemble Framework of Fuzzy Clustering Journal article
Shi,Zhaoyin, Chen,Long, Ding,Weiping, Zhang,Chuanbin, Wang,Yingxu. Parameter-Free Robust Ensemble Framework of Fuzzy Clustering[J]. IEEE Transactions on Fuzzy Systems, 2023, 31(12), 4205-4219.
Authors:  Shi,Zhaoyin;  Chen,Long;  Ding,Weiping;  Zhang,Chuanbin;  Wang,Yingxu
Favorite | TC[WOS]:7 TC[Scopus]:7  IF:10.7/9.7 | Submit date：2023/08/03
Clustering Algorithms  Clustering Ensemble  Computational Efficiency  Costs  Fluctuations  Fuzzy Clustering  Latent Information  Matrix Decomposition  Optimization  Parameter-free Model  Spectral Feature  Tensors  
Manifold Enhanced 2-D Fuzzy Subspace Clustering for Image Data Journal article
Zhaoyin Shi, Long Chen, Guang Yong Chen, Kai Zhao, C. L. Philip Chen. Manifold Enhanced 2-D Fuzzy Subspace Clustering for Image Data[J]. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2022, 53(2), 741-752.
Authors:  Zhaoyin Shi;  Long Chen;  Guang Yong Chen;  Kai Zhao;  C. L. Philip Chen
Favorite | TC[WOS]:7 TC[Scopus]:6  IF:8.6/8.7 | Submit date：2022/10/07
Fuzzy Clustering  Fuzzy Subspace  Graph  Image Clustering  Two-dimensional (2-d) Feature Extraction  
Channel Separate Broad Learning System for Point Cloud Segmentation Conference paper
Yifei Tian, Long Chen, Yingxu Wang, Chuanbin Zhang, Zhaoyin Shi. Channel Separate Broad Learning System for Point Cloud Segmentation[C], 2022, 779-784.
Authors:  Yifei Tian;  Long Chen;  Yingxu Wang;  Chuanbin Zhang;  Zhaoyin Shi
Favorite | TC[Scopus]:0 | Submit date：2023/03/06
Broad Learning System  Part Segmentation  Point Cloud Analysis  Semantic Segmentation.  
MR Image Denoising by FGMM Clustering of Image Patches Conference paper
Shi, Zhaoyin, Chen, Long. MR Image Denoising by FGMM Clustering of Image Patches[C]. Peng Y., Hu S.-M., Gabbouj M., Zhou K., Elad M., Xu K.:Springer Science and Business Media Deutschland GmbH, 2021, 597-606.
Authors:  Shi, Zhaoyin;  Chen, Long
Favorite | TC[Scopus]:1 | Submit date：2022/05/13
Magnetic Resonance Images  Clustering  Image Denoising  Fuzzy Gaussian Mixture Model  Image Patches