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Low-Rank Tensor Regularized Fuzzy Clustering for Multiview Data Journal article
IEEE Transactions on Fuzzy Systems, 2020,Volume: 28,Issue: 12,Page: 3087-3099
Authors:  Wei,Huiqin;  Chen,Long;  Ruan,Keyu;  Li,Lingxi;  Chen,Long
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
Fuzzy clustering  Kullback-Leibler (KL) divergence  low-rank tensor  multiview data  
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]:1 TC[Scopus]:2 | Submit date:2021/03/09
Color image segmentation  Fuzzy clustering  Multi-channel guided filter  Multivariate morphological reconstruction  
Random Maclaurin Feature-based Fuzzy Clustering Conference paper
2020 7th International Conference on Information, Cybernetics, and Computational Social Systems, ICCSS 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  
Deep Fuzzy Clustering-A Representation Learning Approach Journal article
IEEE Transactions on Fuzzy Systems, 2020,Volume: 28,Issue: 7,Page: 1420-1433
Authors:  Feng,Qiying;  Chen,Long;  Philip Chen,C. L.;  Guo,Li
Favorite |  | TC[WOS]:3 TC[Scopus]:3 | Submit date:2021/03/09
Deep learning  discriminative graph  fuzzy c-means (FCM)  fuzzy compactness and separation (FCS)  pseudolabel  
Membership affinity lasso for fuzzy clustering Journal article
IEEE Transactions on Fuzzy Systems, 2020,Volume: 28,Issue: 2,Page: 294-307
Authors:  Guo,Li;  Chen,Long;  Lu,Xiliang;  Chen,C. L.Philip
Favorite |  | TC[WOS]:3 TC[Scopus]:3 | Submit date:2021/03/09
Alternating direction method of multiplier (ADMM)  fuzzy clustering  membership affinity lasso (MAL)  prior knowledge  
Robust Nonconvex Nonnegative Low-rank Representation Conference paper
2019 International Conference on Fuzzy Theory and Its Applications, iFUZZY 2019
Authors:  Zhao,Yin Ping;  Lu,Xiliang;  Chen,Long;  Tian,Jinyu;  Chen,C. L.Philip
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/03/09
ADMM  low-rank representation  nonconvex  Nonnegative  regularization  
Fuzzy Clustering in Cascaded Feature Space Journal article
International Journal of Fuzzy Systems, 2019,Volume: 21,Issue: 7,Page: 2155-2167
Authors:  Zhao,Yin Ping;  Chen,Long;  Chen,C. L.Philip
Favorite |  | TC[WOS]:2 TC[Scopus]:3 | Submit date:2021/03/09
Cascaded feature  Fuzzy clustering  Kernel  Random feature  
Flood risk assessment of metro systems in a subsiding environment using the interval FAHP-FCA approach Journal article
Sustainable Cities and Society, 2019,Volume: 50
Authors:  Hai-Min Lyu;  Shui-Long Shen;  An-Nan Zhou;  Wan-Huan Zhou
Favorite |  | TC[WOS]:59 TC[Scopus]:59 | Submit date:2021/03/11
Flood Risk  Metro System  Fahp  Fca  Gis  Subsiding Environment  
Nonlinear system identification using a simplified Fuzzy Broad Learning System: Stability analysis and a comparative study Journal article
Neurocomputing, 2019,Volume: 337,Page: 274-286
Authors:  Feng,Shuang;  Chen,C. L.Philip
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Fuzzy BLS  Fuzzy c-means  Gradient descent  Lyapunov stability  Nonlinear system identification  
Multiple Kernel Fuzzy Clustering with Unsupervised Random Forests Kernel and Matrix-Induced Regularization Journal article
IEEE Access, 2019,Volume: 7,Page: 3967-3979
Authors:  Zhao Y.-P.;  Chen L.;  Gan M.;  Philip Chen C.L.
Favorite |  | TC[WOS]:6 TC[Scopus]:6 | Submit date:2019/02/13
Fuzzy clustering  multiple kernel  regularization  unsupervised random forests