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Robust Actor-Critic Learning for Continuous-Time Nonlinear Systems with Unmodeled Dynamics Journal article
IEEE Transactions on Fuzzy Systems, 2021
Authors:  Yang,Yongliang;  Gao,Weinan;  Modares,Hamidreza;  Xu,Cheng Zhong
Favorite |  | TC[WOS]:0 TC[Scopus]:4 | Submit date:2021/05/31
Fuzzy Logic  Heuristic Algorithms  Input-to-state Stability  Nonlinear Dynamical Systems  Optimal Control  Optimal Control  Power System Dynamics  Robust Actor-critic Learning  Stability Criteria  Uncertainty  Unmodeled Dynamics  
Static-Output-Feedback Based Robust Fuzzy Wheelbase Preview Control for Uncertain Active Suspensions with Time Delay and Finite Frequency Constraint Journal article
IEEE/CAA Journal of Automatica Sinica, 2021,Volume: 8,Issue: 3,Page: 664-678
Authors:  Li,Wenfeng;  Xie,Zhengchao;  Zhao,Jing;  Wong,Pak Kin;  Wang,Hui;  Wang,Xiaowei
Favorite |  | TC[WOS]:3 TC[Scopus]:3 | Submit date:2021/03/02
Active Suspension  Finite Frequency  Output Feedback  Takagi-sugeno (T-s) Fuzzy Model  Time Delay  Wheelbase Preview  
Low-Rank Tensor Regularized Fuzzy Clustering for Multiview Data Journal article
IEEE Transactions on Fuzzy Systems, 2020,Volume: 28,Issue: 12,Page: 3087-3099
Authors:  Wei,Huiqin;  Chen,Long;  Ruan,Keyu;  Li,Lingxi;  Chen,Long
Favorite |  | TC[WOS]:1 TC[Scopus]:0 | Submit date:2021/03/09
Fuzzy clustering  Kullback-Leibler (KL) divergence  low-rank tensor  multiview data  
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
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fuzzy clustering  kernel-based clustering  polynomial kernel  random Maclaurin feature  
Robust and Noise-Insensitive Recursive Maximum Correntropy-Based Evolving Fuzzy System Journal article
IEEE Transactions on Fuzzy Systems, 2020,Volume: 28,Issue: 9,Page: 2277-2284
Authors:  Rong,Hai Jun;  Yang,Zhi Xin;  Wong,Pak Kin
Favorite |  | TC[WOS]:2 TC[Scopus]:3 | Submit date:2021/03/09
Correntropy  evolving fuzzy system (EFS)  excess mean square error (EMSE)  recursive  
Sampled-data asynchronous fuzzy output feedback control for active suspension systems in restricted frequency domain Journal article
IEEE/CAA Journal of Automatica Sinica, 2020
Authors:  Li,Wenfeng;  Xie,Zhengchao;  Cao,Yucong;  Wong,Pak Kin;  Zhao,Jing
Favorite |  | TC[WOS]:2 TC[Scopus]:2 | Submit date:2021/03/02
Frequency Control  Frequency-domain Analysis  Fuzzy Control  Output Feedback  Suspensions  Symmetric Matrices  
Deep Fuzzy Clustering-A Representation Learning Approach Journal article
IEEE Transactions on Fuzzy Systems, 2020,Volume: 28,Issue: 7,Page: 1420-1433
Authors:  Feng,Qiying;  Chen,Long;  Philip Chen,C. L.;  Guo,Li
Favorite |  | TC[WOS]:3 TC[Scopus]:4 | Submit date:2021/03/09
Deep learning  discriminative graph  fuzzy c-means (FCM)  fuzzy compactness and separation (FCS)  pseudolabel  
A novel-designed fuzzy logic control structure for control of distinct chaotic systems Journal article
International Journal of Machine Learning and Cybernetics, 2020,Volume: 11,Issue: 10,Page: 2391-2406
Authors:  Shih‑Yu Li;  Lap‑Mou Tam;  Hsien‑Keng Chen;  Chin‑Sheng Chen
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/03/09
Fuzzy Logic Control  Nonlinear Systems  Lyapunov Stability Theory  
Adaptive Fuzzy Quantized Control for Nonlinear Systems with Hysteretic Actuator Using a New Filter-Connected Quantizer Journal article
IEEE Transactions on Cybernetics, 2020,Volume: 50,Issue: 3,Page: 876-889
Authors:  Wu,Honghui;  Liu,Zhi;  Zhang,Yun;  Chen,C. L.Philip
Favorite |  | TC[WOS]:2 TC[Scopus]:3 | Submit date:2021/03/09
Actuator hysteresis  adaptive quantized control  backstepping technique  fuzzy logic systems (FLSs)  nonlinear systems  
Fuzzy observer-based tracking control of an underactuated underwater vehicle with linear velocity estimation Journal article
IET Control Theory and Applications, 2020,Volume: 14,Issue: 4,Page: 584-593
Authors:  Kairong Duan;  Simon Fong;  C. L. Philip Chen
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/03/09