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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  
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  
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  
Pairwise constraints-based semi-supervised fuzzy clustering with multi-manifold regularization Journal article
Wang,Yingxu, Chen,Long, Zhou,Jin, Li,Tianjun, Yu,Yufeng. Pairwise constraints-based semi-supervised fuzzy clustering with multi-manifold regularization[J]. Information Sciences, 2023, 638, 118994.
Authors:  Wang,Yingxu;  Chen,Long;  Zhou,Jin;  Li,Tianjun;  Yu,Yufeng
Favorite | TC[WOS]:15 TC[Scopus]:17  IF:0/0 | Submit date：2023/08/03
Ensemble P-laplacian  Multi-manifold Regularization  Pairwise Constraints  Semi-supervised Fuzzy Clustering  
Pixel and region level information fusion in membership regularized fuzzy clustering for image segmentation Journal article
Guo, Li, Shi, Pengfei, Chen, Long, Chen, Chenglizhao, Ding, Weiping. Pixel and region level information fusion in membership regularized fuzzy clustering for image segmentation[J]. Information Fusion, 2023, 92, 479-497.
Authors:  Guo, Li;  Shi, Pengfei;  Chen, Long;  Chen, Chenglizhao;  Ding, Weiping
Favorite | TC[WOS]:25 TC[Scopus]:27  IF:14.7/16.1 | Submit date：2023/02/28
Image Segmentation  Information Fusion  Region Level Information  Regularized Fuzzy Clustering  
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  
Efficient kernel fuzzy clustering via random Fourier superpixel and graph prior for color image segmentation Journal article
Long Chen, Yin-Ping Zhao, Chuanbin Zhang. Efficient kernel fuzzy clustering via random Fourier superpixel and graph prior for color image segmentation[J]. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2022, 116, 105335.
Authors:  Long Chen;  Yin-Ping Zhao;  Chuanbin Zhang
Favorite | TC[WOS]:14 TC[Scopus]:14  IF:7.5/7.4 | Submit date：2022/12/01
Fuzzy Clustering  Graph  Image Segmentation  Random Fourier Features  Superpixel