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Interval type-2 outlier-robust picture fuzzy clustering and its application in medical image segmentation Journal article
Applied Soft Computing, 2022,Volume: 122
Authors:  Wang, Yingxu;  Chen, Long;  Zhou, Jin;  Li, Tianjun;  Chen, C. L.Philip
Favorite |  | TC[WOS]:1 TC[Scopus]:0 | Submit date:2022/08/02
Interval Type-2 Fuzzy Clustering  Medical Image Segmentation  Outlier-robust  Picture Fuzzy Clustering  
Transfer Collaborative Fuzzy Clustering in Distributed Peer-to-Peer Networks Journal article
IEEE Transactions on Fuzzy Systems, 2022,Volume: 30,Issue: 2,Page: 500-514
Authors:  Dang, Bozhan;  Wang, Yingxu;  Zhou, Jin;  Wang, Rongrong;  Chen, Long;  Chen, C. L.Philip;  Zhang, Tong;  Han, Shiyuan;  Wang, Lin;  Chen, Yuehui
Favorite |  | TC[WOS]:3 TC[Scopus]:3 | Submit date:2022/03/04
Adjustable Learning Rate  Attribute-weight-entropy Regularization  Collaborative Fuzzy Clustering  Distributed Peer-to-peer Network  Transfer Learning  
Tensor-Based Robust Principal Component Analysis with Locality Preserving Graph and Frontal Slice Sparsity for Hyperspectral Image Classification Journal article
IEEE Transactions on Geoscience and Remote Sensing, 2022,Volume: 60
Authors:  Wang, Yingxu;  Li, Tianjun;  Chen, Long;  Yu, Yufeng;  Zhao, Yinping;  Zhou, Jin
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2022/05/17
Frontal Slice Sparsity  Hyperspectral Image Classification  Locality Preserving Graph  Tensor-based Robust Principal Component Analysis (Pca)  
Random Feature based Collaborative Kernel Fuzzy Clustering for Distributed Peer-to-Peer Networks Journal article
IEEE Transactions on Fuzzy Systems, 2022
Authors:  Wang, Yingxu;  Han, Shiyuan;  Zhou, Jin;  Chen, Long;  Chen, C. L.Philip;  Zhang, Tong;  Liu, Zhulin;  Wang, Lin;  Chen, Yuehui
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/08/05
Clustering algorithms  Clustering methods  Collaboration  collaborative distributed clustering  Distributed databases  feature weights  Kernel  kernel fuzzy clustering  Peer-to-peer computing  Prototypes  random Fourier feature  
Random Fourier feature-based fuzzy clustering with p-Laplacian regularization Journal article
Applied Soft Computing, 2021,Volume: 111
Authors:  Wang, Yingxu;  Li, Tianjun;  Chen, Long;  Xu, Guangmei;  Zhou, Jin;  Chen, C. L.Philip
Favorite |  | TC[WOS]:2 TC[Scopus]:1 | Submit date:2021/12/08
Attribute Weights  Fuzzy Clustering  P-laplacian Regularization  Random Fourier Feature  
Multivariate morphological reconstruction based fuzzy clustering with a weighting multi-channel guided image filter for color image segmentation Journal article
International Journal of Machine Learning and Cybernetics, 2020,Volume: 11,Issue: 12,Page: 2793-2806
Authors:  Xu,Guangmei;  Zhou,Jin;  Dong,Jiwen;  Chen,C. L.Philip;  Zhang,Tong;  Chen,Long;  Han,Shiyuan;  Wang,Lin;  Chen,Yuehui
Favorite |  | TC[WOS]:5 TC[Scopus]:7 | Submit date:2021/03/09
Color Image Segmentation  Fuzzy Clustering  Multi-channel Guided Filter  Multivariate Morphological Reconstruction  
Random Feature Map-Based Multiple Kernel Fuzzy Clustering with All Feature Weights Journal article
International Journal of Fuzzy Systems, 2019,Volume: 21,Issue: 7,Page: 2132-2146
Authors:  Wang, Yingxu;  Dong, Jiwen;  Zhou, Jin;  Xu, Guangmei;  Chen, Yuehui
Favorite |  | TC[WOS]:3 TC[Scopus]:5 | Submit date:2022/05/17
All feature weights  Multiple kernel clustering  Random feature map  
Multi-kernel broad learning systems based on random features:a novel expansion for nonlinear feature nodes Conference paper
Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics
Authors:  Liu, Zhulin;  Philip Chen, C. L.;  Zhang, Tong;  Zhou, Jin
Favorite |  | TC[WOS]:0 TC[Scopus]:4 | Submit date:2022/05/17
Integrating guided filter into fuzzy clustering for noisy image segmentation Journal article
DIGITAL SIGNAL PROCESSING, 2018,Volume: 83,Page: 235-248
Authors:  Guo, Li;  Chen, Long;  Chen, C. L. Philip;  Zhou, Jin
Favorite |  | TC[WOS]:27 TC[Scopus]:35 | Submit date:2019/01/17
Fuzzy Clustering Method  Image Segmentation  Guided Filter  Information Integration  
Hyper-parameter Analysis of the Improved Deep Embedding Clustering Model Conference paper
2018 International Conference on Security, Pattern Analysis, and Cybernetics, SPAC 2018
Authors:  Feng,Qiying;  Chen,C. L.Philip;  Zhou,Jin
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/03/09
Auto-encoder  Deep Learning  high-dimension real-world clustering  student-t distribution