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Optimized Multi-Agent Formation Control Based on an Identifier-Actor--Critic Reinforcement Learning Algorithm Journal article
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2018,Volume: 26,Issue: 5,Page: 2719-2731
Authors:  Wen, Guoxing;  Chen, C. L. Philip;  Feng, Jun;  Zhou, Ning
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Fuzzy logic systems (FLSs)  identifier-actor-critic architecture  multi-agent formation  optimized formation control  reinforcement learning (RL)  
Elephant search algorithm applied to data clustering Conference paper
Authors:  Deb, Suash;  Tian, Zhonghuan;  Fong, Simon;  Wong, Raymond;  Millham, Richard;  Wong, Kelvin K. L.
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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.
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Data clustering  Elephant search algorithm  Meta-heuristic  Time series clustering  
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.
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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  
Image Guided Fuzzy C-Means for Image Segmentation Conference paper
Authors:  Guo, Li;  Chen, Long;  Wu, Yingwen;  Chen, C. L. Philip
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Fuzzy clustering method  Guided Filter  Prior knowledge  Edge information  
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.
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Edge Information  Fuzzy Clustering Method  Guided Filter  Prior Knowledge  
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.
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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.
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Fuzzy Clustering  Random Feature Mapping  Weighted Fuzzy C-means