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Multilayer Stacked Evolving Fuzzy System Combined With Compressed Representation Learning Journal article
Huang, Hui, Rong, Hai Jun, Yang, Zhao Xu, Vong, Chi Man. Multilayer Stacked Evolving Fuzzy System Combined With Compressed Representation Learning[J]. IEEE Transactions on Fuzzy Systems, 2024, 32(4), 2223-2234.
Authors:  Huang, Hui;  Rong, Hai Jun;  Yang, Zhao Xu;  Vong, Chi Man
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:10.7/9.7 | Submit date：2024/05/02
Evolving Fuzzy System (Efs)  Representation Learning  Stacked Autoencoder  Very Sparse Random Projection  
Jointly Evolving and Compressing Fuzzy System for Feature Reduction and Classification Journal article
Huang, H., Rong, H.J., Yang, Z.X., Vong, C. M.. Jointly Evolving and Compressing Fuzzy System for Feature Reduction and Classification[J]. Information Sciences (SCI-E), 2021, 218-230.
Authors:  Huang, H.;  Rong, H.J.;  Yang, Z.X.;  Vong, C. M.
Favorite |   IF:0/0 | Submit date：2022/08/09
AnYa evolving fuzzy system (AnYa-EFS)  Dimension reduction  Very sparse random projection (VSRP)  Random sparse-Bernoulli (RSB) matrix  
Jointly evolving and compressing fuzzy system for feature reduction and classification Journal article
Huang, Hui, Rong, Hai Jun, Yang, Zhao Xu, Vong, Chi Man. Jointly evolving and compressing fuzzy system for feature reduction and classification[J]. Information Sciences, 2021, 579, 218-230.
Authors:  Huang, Hui;  Rong, Hai Jun;  Yang, Zhao Xu;  Vong, Chi Man
Favorite | TC[WOS]:12 TC[Scopus]:12  IF:0/0 | Submit date：2021/12/08
Anya Evolving Fuzzy System (Anya-efs)  Dimension Reduction  Very Sparse Random Projection (Vsrp)  Random Sparse-bernoulli (Rsb) Matrix  
Robust and Noise-Insensitive Recursive Maximum Correntropy-Based Evolving Fuzzy System Journal article
Rong, Hai Jun, Yang, Zhi Xin, Wong, Pak Kin. Robust and Noise-Insensitive Recursive Maximum Correntropy-Based Evolving Fuzzy System[J]. IEEE Transactions on Fuzzy Systems, 2020, 28(9), 2277-2284.
Authors:  Rong, Hai Jun;  Yang, Zhi Xin;  Wong, Pak Kin
Favorite | TC[WOS]:21 TC[Scopus]:22  IF:10.7/9.7 | Submit date：2021/03/09
Correntropy  Evolving Fuzzy System (Efs)  Excess Mean Square Error (Emse)  Recursive