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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:17/0  |  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:4/0  |  Submit date:2019/01/17
Fuzzy clustering method  Image segmentation  Guided filter  Information integration  
Elephant search algorithm applied to data clustering Conference paper
Authors:  Deb, Suash;  Tian, Zhonghuan;  Fong, Simon;  Wong, Raymond;  Millham, Richard;  Wong, Kelvin K. L.
Favorite  |  View/Download:11/0  |  Submit date:2018/10/30
Data clustering  Elephant search algorithm  Meta-heuristic  Time series clustering  
Elephant search algorithm applied to data clustering Journal article
Soft Computing, 2018,Volume: 22,Issue: 18,Page: 6035-6046
Authors:  Deb S.;  Tian Z.;  Fong S.;  Wong R.;  Millham R.;  Wong K.K.L.
Favorite  |  View/Download:2/0  |  Submit date:2019/02/13
Data clustering  Elephant search algorithm  Meta-heuristic  Time series clustering  
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:9/0  |  Submit date:2018/10/30
fuzzy clustering  ensemble learning  KL divergence  spatial information  image segmentation  
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:2/0  |  Submit date:2019/02/13
Ensemble learning  Fuzzy clustering  Image segmentation  KL divergence  Spatial information  
Multi-attribute based fuzzy C-means in approximated feature space Conference paper
2017 International Conference on Fuzzy Theory and Its Applications, iFUZZY 2017
Authors:  Liu Z.;  Chen C.L.P.;  Chen L.;  Zhou J.
Favorite  |  View/Download:0/0  |  Submit date:2019/02/13
Fuzzy C-means  Maximum Entropy Method for weighted data  Quasi-Monte Carlo Feature maps  Random Features  Random Fourier Features maps  Weighted Multi-kernel Fuzzy C-means  
Shadowed set-based rough-fuzzy clustering using random feature mapping Conference paper
2017 International Conference on Security, Pattern Analysis, and Cybernetics, SPAC 2017
Authors:  Kong L.;  Chen L.
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c-Means algorithm  Fuzzy sets  Random Fourier Features  Rough sets  Shadowed sets  
Multiple kernel shadowed clustering in approximated feature space Conference paper
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Shanghai, China, 6 17, 2018 - 6 22, 2018
Authors:  Zhao, Yin-Ping;  Chen, Long;  Chen, C. L. Philip
Favorite  |  View/Download:6/0  |  Submit date:2018/11/06
Image Guided Fuzzy C-Means for Image Segmentation Conference paper
Authors:  Guo, Li;  Chen, Long;  Wu, Yingwen;  Chen, C. L. Philip
Favorite  |  View/Download:1/0  |  Submit date:2018/10/30
Fuzzy clustering method  Guided Filter  Prior knowledge  Edge information