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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  
Recursive least mean dual p-power solution to the generalization of evolving fuzzy system under multiple noises Journal article
Huang, Hui, Rong, Hai Jun, Yang, Zhao Xu, Vong, Chi Man. Recursive least mean dual p-power solution to the generalization of evolving fuzzy system under multiple noises[J]. Information Sciences, 2022, 609, 228-247.
Authors:  Huang, Hui;  Rong, Hai Jun;  Yang, Zhao Xu;  Vong, Chi Man
Favorite | TC[WOS]:6 TC[Scopus]:6  IF:0/0 | Submit date：2022/08/02
Evolving Fuzzy System  Non-gaussian Noises  Recursive Least Mean Dual P-power  Stability  
Statistically Evolving Fuzzy Inference System for Non-Gaussian Noises Journal article
Yang, Zhao Xu, Rong, Hai Jun, Angelov, Plamen P., Yang, Zhi Xin. Statistically Evolving Fuzzy Inference System for Non-Gaussian Noises[J]. IEEE Transactions on Fuzzy Systems, 2022, 30(7), 2649-2664.
Authors:  Yang, Zhao Xu;  Rong, Hai Jun;  Angelov, Plamen P.;  Yang, Zhi Xin
Favorite | TC[WOS]:13 TC[Scopus]:13  IF:10.7/9.7 | Submit date：2022/05/13
Adaptation Models  Evolving Fuzzy System  Fuzzy Logic  Fuzzy Systems  Kalman Filter  Kalman Filters  Maximum Correntropy  Model Sufficiency  Transient Analysis  Uncertainty  Vibrations  
Adaptive nonparametric evolving fuzzy controller for uncertain nonlinear systems with dead zone Journal article
Yang, Zhao Xu, Yang, Zhi Xin, Rong, Hai Jun. Adaptive nonparametric evolving fuzzy controller for uncertain nonlinear systems with dead zone[J]. Evolving Systems, 2022, 13(5), 637-651.
Authors:  Yang, Zhao Xu;  Yang, Zhi Xin;  Rong, Hai Jun
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:2.7/2.8 | Submit date：2022/05/17
Backstepping  Data Clouds  Evolving Fuzzy System  Lyapunov  Uncertain Nonlinear Systems  
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  
Direct Adaptive Data Cloud based Fuzzy Control for NARMAX System Conference paper
Yang, Zhao-Xu, Rong, Hai-Jun, Yang, Zhi-Xin. Direct Adaptive Data Cloud based Fuzzy Control for NARMAX System[C]:IEEE, 2019, 288-292.
Authors:  Yang, Zhao-Xu;  Rong, Hai-Jun;  Yang, Zhi-Xin
Favorite | TC[WOS]:0 TC[Scopus]:0 | Submit date：2021/03/11
Data Clouds  Direct Adaptive Fuzzy Control  Evolving Fuzzy System  Narmax System  Pruning Strategy  
Correntropy-Based Evolving Fuzzy Neural System Journal article
Bao, Rong-Jing, Rong, Hai-Jun, Angelov, Plamen P., Chen, Badong, Wong, Pak Kin. Correntropy-Based Evolving Fuzzy Neural System[J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2018, 26(3), 1324-1338.
Authors:  Bao, Rong-Jing;  Rong, Hai-Jun;  Angelov, Plamen P.;  Chen, Badong;  Wong, Pak Kin
Favorite | TC[WOS]:52 TC[Scopus]:60  IF:10.7/9.7 | Submit date：2018/10/30
Correntropy  Evolving Fuzzy Neural System (Efns)  Mean-square Error (Mse)  Nonlinear System  Steady-state Excess Mean Square Error (Emse)