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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 | View/Download:22/0 | TC[WOS]:4 TC[Scopus]:4 | Submit date:2019/02/13
Fuzzy clustering  multiple kernel  regularization  unsupervised random forests  
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 | View/Download:26/0 | TC[WOS]:15 TC[Scopus]:22 | Submit date:2019/01/17
Fuzzy clustering method  Image segmentation  Guided filter  Information integration  
KL divergence-based fuzzy cluster ensemble for image segmentation Journal article
Entropy, 2018,Volume: 20,Issue: 4
Authors:  Wei H.;  Chen L.;  Guo L.
Favorite | View/Download:19/0 | TC[WOS]:7 TC[Scopus]:11 | Submit date:2019/02/13
Ensemble learning  Fuzzy clustering  Image segmentation  KL divergence  Spatial information  
KL Divergence-Based Fuzzy Cluster Ensemble for Image Segmentation Journal article
ENTROPY, 2018,Volume: 20,Issue: 4
Authors:  Wei, Huiqin;  Chen, Long;  Guo, Li
Favorite | View/Download:34/0 | TC[WOS]:7 TC[Scopus]:11 | Submit date:2018/10/30
fuzzy clustering  ensemble learning  KL divergence  spatial information  image segmentation  
Image Guided Fuzzy C-Means for Image Segmentation Journal article
International Journal of Fuzzy Systems, 2017,Volume: 19,Issue: 6,Page: 1660-1669
Authors:  Guo L.;  Chen L.;  Wu Y.;  Chen C.L.P.
Favorite | View/Download:14/0 | TC[WOS]:8 TC[Scopus]:10 | Submit date:2019/02/11
Edge Information  Fuzzy Clustering Method  Guided Filter  Prior Knowledge  
Image Guided Fuzzy C-Means for Image Segmentation Conference paper
Authors:  Guo, Li;  Chen, Long;  Wu, Yingwen;  Chen, C. L. Philip
Favorite | View/Download:13/0 | TC[WOS]:8 TC[Scopus]:10 | Submit date:2018/10/30
Fuzzy clustering method  Guided Filter  Prior knowledge  Edge information  
Shadowed C-means clustering based on approximated feature space Conference paper
2017 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2017
Authors:  Kong L.;  Chen L.
Favorite | View/Download:7/0 | TC[WOS]:0 TC[Scopus]:2 | Submit date:2019/02/13
Fuzzy Clustering  Random Fourier Features  Shadowed C-Means  
Image guided Fuzzy C-means for image segmentation Conference paper
2016 International Conference on Fuzzy Theory and Its Applications, iFuzzy 2016
Authors:  Guo L.;  Chen L.;  Wu Y.;  Chen C.L.P.
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edge information  Fuzzy clustering method  Guided Filter  prior knowledge  
Fuzzy clustering in high-dimensional approximated feature space Conference paper
2016 International Conference on Fuzzy Theory and Its Applications, iFuzzy 2016, Taichung, Taiwan, 18 August 2017
Authors:  Chen L.;  Kong L.
Favorite | View/Download:14/0 | TC[WOS]:0 TC[Scopus]:0 | Submit date:2019/02/13
Fuzzy Clustering  Random Feature Mapping  Weighted Fuzzy C-means  
Shadowed C-Means Clustering based on Approximated Feature Space Conference paper
Authors:  Kong, Lingning;  Chen, Long;  IEEE
Favorite | View/Download:17/0 | TC[WOS]:2 TC[Scopus]:0 | Submit date:2018/10/30
Fuzzy Clustering  Shadowed C-Means  Random Fourier Features