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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  
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  
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]:6 TC[Scopus]:4  IF:8.9/8.8 | Submit date：2023/08/03
Spectral Clustering  Data Quantization  Scalability  Ensemble 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  
Clustering Ensemble Based on Hybrid Multiview Clustering Journal article
Yu, Zhiwen, Wang, Daxing, Meng, Xian Bing, Philip Chen, C. L.. Clustering Ensemble Based on Hybrid Multiview Clustering[J]. IEEE Transactions on Cybernetics, 2022, 52(7), 6518-6530.
Authors:  Yu, Zhiwen;  Wang, Daxing;  Meng, Xian Bing;  Philip Chen, C. L.
Favorite | TC[WOS]:17 TC[Scopus]:17  IF:9.4/10.3 | Submit date：2022/08/02
Cluster Ensemble  Ensemble Learning  Multiview Clustering  Random Subspace Transformation  
Transfer Clustering Ensemble Selection Journal article
Shi, Yifan, Yu, Zhiwen, Chen, C. L.Philip, You, Jane, Wong, Hau San, Wang, Yide, Zhang, Jun. Transfer Clustering Ensemble Selection[J]. IEEE Transactions on Cybernetics, 2018, 50(6), 2872-2885.
Authors:  Shi, Yifan;  Yu, Zhiwen;  Chen, C. L.Philip;  You, Jane;  Wong, Hau San; et al.
Favorite | TC[WOS]:26 TC[Scopus]:32  IF:9.4/10.3 | Submit date：2021/12/06
Clustering Ensemble Selection (Ces)  Machine Learning  Multiobjective  Transfer Learning  
KL Divergence-Based Fuzzy Cluster Ensemble for Image Segmentation Journal article
Wei, Huiqin, Chen, Long, Guo, Li. KL Divergence-Based Fuzzy Cluster Ensemble for Image Segmentation[J]. ENTROPY, 2018, 20(4).
Authors:  Wei, Huiqin;  Chen, Long;  Guo, Li
Favorite | TC[WOS]:18 TC[Scopus]:24  IF:2.1/2.2 | Submit date：2018/10/30
Fuzzy Clustering  Ensemble Learning  Kl Divergence  Spatial Information  Image Segmentation  
Ensemble fuzzy C-means clustering algorithms based on KL-Divergence for medical image segmentation Conference paper
Zou J., Chen L., Chen C.L.P.. Ensemble fuzzy C-means clustering algorithms based on KL-Divergence for medical image segmentation[C]:IEEE COMPUTER SOC, 10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA, 2013, 291-296.
Authors:  Zou J.;  Chen L.;  Chen C.L.P.
Favorite | TC[WOS]:1 TC[Scopus]:8 | Submit date：2019/02/11
Ensemble Clustering Algorithms  Image Segmentation  Kl-divergence  Medical Imaging