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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]:2 TC[Scopus]:1 | 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]:4 TC[Scopus]:4 | 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  
Graph Enhanced Fuzzy Clustering for Categorical Data Using a Bayesian Dissimilarity Measure Journal article
IEEE Transactions on Fuzzy Systems, 2022
Authors:  Zhang, Chuanbin;  Chen, Long;  Zhao, Yin Ping;  Wang, Yingxu;  Chen, C. L.P.
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2022/08/05
Bayes methods  Bayesian methods  categorical data  Clustering algorithms  Estimation  fuzzy centroids  Fuzzy clustering  graph  Kernel  KullbackLeibler divergence  Linear programming  Manifolds  Probabilistic logic  
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]:2 | Submit date:2021/12/08
Attribute Weights  Fuzzy Clustering  P-laplacian Regularization  Random Fourier Feature  
Random Maclaurin Feature-based Fuzzy Clustering Conference paper
2020 7th International Conference on Information, Cybernetics, and Computational Social Systems, ICCSS 2020, Guangzhou, China, 13-15 Nov. 2020
Authors:  Wang,Yingxu;  Chen,Long;  Li,Tianjun;  Tian,Yifei
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
Fuzzy Clustering  Kernel-based Clustering  Polynomial Kernel  Random Maclaurin Feature  
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]:6 | Submit date:2022/05/17
All feature weights  Multiple kernel clustering  Random feature map  
Uncertain Data Clustering in Distributed Peer-to-Peer Networks Journal article
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018,Volume: 29,Issue: 6,Page: 2392-2406
Authors:  Zhou, Jin;  Chen, Long;  Chen, C. L. Philip;  Wang, Yingxu;  Li, Han-Xiong
Favorite |  | TC[WOS]:17 TC[Scopus]:23 | Submit date:2018/10/30
Attribute Weight Entropy  Distributed Clustering  Peer-to-peer (P2p) Networks  Uncertain Data  
Spectral Clustering based on JS-divergence for Uncertain Data Conference paper
Authors:  Wang, Yingxu;  Dong, Jiwen;  Zhou, Jin;  Wang, Lin;  Han, Shiyuan;  Zhang, Tong;  Chen, C. L. Philip;  IEEE
Favorite |  | TC[WOS]:2 TC[Scopus]:0 | Submit date:2018/10/30
uncertain data clustering  JS-divergence  spectral clustering method