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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  
Fuzzy Inference Attention Module for Unsupervised Domain Adaptation Journal article
Wang, Zhengshan, Chen, Long, Wang, Fei Yue. Fuzzy Inference Attention Module for Unsupervised Domain Adaptation[J]. IEEE Transactions on Fuzzy Systems, 2024, 32(4), 1706-1718.
Authors:  Wang, Zhengshan;  Chen, Long;  Wang, Fei Yue
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:10.7/9.7 | Submit date：2024/02/22
Adaptation Models  Domain ADaptation (Da)  Fuzzy Inference System (Fis)  Negative Transfer (Nl)  
Event-Based Dissipative Path Following Control for Autonomous Ground Vehicles With External Disturbances and Actuator Faults Journal article
Li, Wenfeng, Wong, Pak Kin, Xie, Zhengchao, Gao, Jinwu, Hu, Yunfeng, Zhao, Jing. Event-Based Dissipative Path Following Control for Autonomous Ground Vehicles With External Disturbances and Actuator Faults[J]. IEEE Transactions on Intelligent Vehicles, 2024, 1-10.
Authors:  Li, Wenfeng;  Wong, Pak Kin;  Xie, Zhengchao;  Gao, Jinwu;  Hu, Yunfeng; et al.
Favorite | TC[Scopus]:0 | Submit date：2024/05/16
Vehicle Lateral Dynamics  Path Following Control  Takagi-sugeno Fuzzy System  Event-triggered Control  Actuator Faults  
Extreme Fuzzy Broad Learning System: Algorithm, Frequency Principle, and Applications in Classification and Regression Journal article
Duan, Junwei, Yao, Shiyi, Tan, Jiantao, Liu, Yang, Chen, Long, Zhang, Zhen, Chen, C. L.P.. Extreme Fuzzy Broad Learning System: Algorithm, Frequency Principle, and Applications in Classification and Regression[J]. IEEE Transactions on Neural Networks and Learning Systems, 2024.
Authors:  Duan, Junwei;  Yao, Shiyi;  Tan, Jiantao;  Liu, Yang;  Chen, Long; et al.
Favorite | TC[WOS]:2 TC[Scopus]:1  IF:10.2/10.4 | Submit date：2024/05/16
Broad Learning System (Bls)  Classification  Deep Neural Network  Feature Extraction  Frequency Principle  Fuzzy Extreme Learning Machine (Elm)  Learning Systems  Mathematical Models  Neural Networks  Regression  Stacking  Task Analysis  Training  
Robust Switched H∞ Control of T-S Fuzzy-Based MRF Suspension Systems Subject to Input Saturation and Time-Varying Delay Journal article
Gao Zhijiang, Wong, Pak Kin, Zhao, Jing, Yang Zhixin, Huang, Yingbo, Na, Jing. Robust Switched H∞ Control of T-S Fuzzy-Based MRF Suspension Systems Subject to Input Saturation and Time-Varying Delay[J]. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2024, 71(7), 7706-7715.
Authors:  Gao Zhijiang;  Wong, Pak Kin;  Zhao, Jing;  Yang Zhixin;  Huang, Yingbo; et al.
Favorite | TC[WOS]:4 TC[Scopus]:4  IF:7.5/8.0 | Submit date：2023/08/29
Input Saturation  Semiactive Suspension (Sas)  Switched Control  T–s Fuzzy System  Time-varying Delay  
A Fully Interpretable First-order TSK Fuzzy System and Its Training with Negative Entropic and Rule-stability-based Regularization Journal article
Zhou, Erhao, Vong, Chi Man, Nojima, Yusuke, Wang, Shitong. A Fully Interpretable First-order TSK Fuzzy System and Its Training with Negative Entropic and Rule-stability-based Regularization[J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2022, 31(7), 2305 - 2319.
Authors:  Zhou, Erhao;  Vong, Chi Man;  Nojima, Yusuke;  Wang, Shitong
Favorite | TC[WOS]:10 TC[Scopus]:13  IF:10.7/9.7 | Submit date：2023/01/30
Entropic And Rule-stability-based Regularizer  First-order Takagi-sugeno-kang (Tsk) Fuzzy System  Fuzzy Rules  Gaussian Mixture Model (Gmm)  Generalization Performance  Interpretability  
Type-2 Fuzzy Broad Learning System Journal article
Honggui Han, Zheng Liu, Hongxu Liu, Junfei Qiao, C. L. Philip Chen. Type-2 Fuzzy Broad Learning System[J]. IEEE Transactions on Cybernetics, 2022, 52(10), 10352-10363.
Authors:  Honggui Han;  Zheng Liu;  Hongxu Liu;  Junfei Qiao;  C. L. Philip Chen
Favorite | TC[WOS]:25 TC[Scopus]:29  IF:9.4/10.3 | Submit date：2022/11/07
Broad Learning System (Bls)  Fuzzy Pseudoinverse Learning (Fpl) Algorithm  Interval Type-2 Fuzzy Neuron  Robustness  
A unified fixed-time framework of adaptive fuzzy controller design for unmodeled dynamical systems with intermittent feedback Journal article
Yongliang Yang, Liqiang Tang, Wencheng Zou, Da-Wei Ding, Choon Ki Ahn. A unified fixed-time framework of adaptive fuzzy controller design for unmodeled dynamical systems with intermittent feedback[J]. Information Sciences, 2022, 611, 628-648.
Authors:  Yongliang Yang;  Liqiang Tang;  Wencheng Zou;  Da-Wei Ding;  Choon Ki Ahn
Favorite | TC[WOS]:8 TC[Scopus]:10  IF:0/0 | Submit date：2022/09/13
Fixed-time Convergence  Event-triggered Control  Dynamic Surface Control  Unmodeled Dynamics  Fuzzy Logic System  
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  
Fuzzy robust non-fragile control for nonlinear active suspension systems with time varying actuator delay Journal article
Xie, Zhengchao, You, Wei, Wong, Pak Kin, Li, Wenfeng, Zhao, Jing. Fuzzy robust non-fragile control for nonlinear active suspension systems with time varying actuator delay[J]. Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering, 2022, 238(1), 46-62.
Authors:  Xie, Zhengchao;  You, Wei;  Wong, Pak Kin;  Li, Wenfeng;  Zhao, Jing
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:1.5/1.7 | Submit date：2022/08/27
Active Suspension System  Fuzzy System  Nonlinear Control  Time Varying Delay  Robust Control