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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  
Revisiting Nyström extension for hypergraph clustering Journal article
Neurocomputing, 2020,Volume: 403,Page: 247-256
Authors:  Zhong,Guo;  Pun,Chi Man
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/03/11
Hypergraph clustering  Incidence matrix  Large-scale clustering  Nyström extension  Sampling  
Approximate empirical kernel map-based iterative extreme learning machine for clustering Journal article
Neural Computing and Applications, 2020,Volume: 32,Issue: 12,Page: 8031-8046
Authors:  Chen,Chuangquan;  Vong,Chi Man;  Wong,Pak Kin;  Tai,Keng Iam
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/03/09
Approximate empirical kernel map  Compact model  Extreme learning machine  Kernel learning  Maximum margin clustering  
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  
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  
A data driven multi-state model for distribution system flexible planning utilizing hierarchical parallel computing Journal article
Applied Energy, 2018,Volume: 232,Page: 9-25
Authors:  Ye,Chengjin;  Ding,Yi;  Song,Yonghua;  Lin,Zhenzhi;  Wang,Lei
Favorite |  | TC[WOS]:7 TC[Scopus]:10 | Submit date:2021/03/09
Data-driven  Distribution System  Expected Cost  Flexibility  Multi-state Model  Parallel Computing  
The Construction of Cascaded Features and Its Application in Fuzzy Clustering Conference paper
2018 International Conference on Security, Pattern Analysis, and Cybernetics, SPAC 2018
Authors:  Zhao,Yin Ping;  Chen,Long;  Philip Chen,C. L.
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
Cascaded Feature  Fuzzy Clustering  Kernel  Random Feature  
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  
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 |  | TC[WOS]:0 TC[Scopus]:4 | Submit date:2018/11/06