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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.
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Fuzzy clustering  multiple kernel  regularization  unsupervised random forests  
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:1/0  |  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:8/0  |  Submit date:2018/11/06
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  
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  
Learning the distribution of data for embedding Conference paper
Proceedings - 2016 7th International Conference on Cloud Computing and Big Data, CCBD 2016
Authors:  Shen Y.;  Ren P.;  Zhang T.;  Tang Y.Y.
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Dimensionality reduction  Distribution preserving embedding  Kernel density estimation  
Multi-Attribute Based Fuzzy C-means in Approximated Feature Space Conference paper
Authors:  Liu, Zhulin;  Chen, C. L. Philip;  Chen, Long;  Zhoto, Jin;  IEEE
Favorite  |  View/Download:3/0  |  Submit date:2018/10/30
Fuzzy C-means  Random Features  Random Fourier Features maps  Quasi-Monte Carlo Feature maps  Weighted Multi-kernel Fuzzy C-means  Maximum Entropy Method for weighted data  
Shadowed C-Means Clustering based on Approximated Feature Space Conference paper
Authors:  Kong, Lingning;  Chen, Long;  IEEE
Favorite  |  View/Download:8/0  |  Submit date:2018/10/30
Fuzzy Clustering  Shadowed C-Means  Random Fourier Features  
Shadowed set-based rough-fuzzy Clustering using Random Feature Mapping Conference paper
Authors:  Kong, Lingning;  Chen, Long;  IEEE
Favorite  |  View/Download:8/0  |  Submit date:2018/10/30
c-Means algorithm  Shadowed sets  Rough sets  Fuzzy sets  Random Fourier Features