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IFKMHC: Implicit Fuzzy K-Means Model for High-Dimensional Data Clustering Journal article
Shi, Zhaoyin, Chen, Long, Ding, Weiping, Zhong, Xiaopin, Wu, Zongze, Chen, Guang Yong, Zhang, Chuanbin, Wang, Yingxu, Chen, C. L.P.. IFKMHC: Implicit Fuzzy K-Means Model for High-Dimensional Data Clustering[J]. IEEE TRANSACTIONS ON CYBERNETICS, 2024, 54(12), 7055-7968.
Authors:  Shi, Zhaoyin;  Chen, Long;  Ding, Weiping;  Zhong, Xiaopin;  Wu, Zongze; et al.
Favorite | TC[WOS]:2 TC[Scopus]:3  IF:9.4/10.3 | Submit date：2024/07/04
Fuzzy Clustering  Graph Clustering  High-dimensional Data  Implicit Model  
An Integrated Fusion Framework for Ensemble Learning Leveraging Gradient Boosting and Fuzzy Rule-Based Models Journal article
Li, Jinbo, Liu, Peng, Chen, Long, Pedrycz, Witold, Ding, Weiping. An Integrated Fusion Framework for Ensemble Learning Leveraging Gradient Boosting and Fuzzy Rule-Based Models[J]. IEEE Transactions on Artificial Intelligence, 2024, 5(11), 5771-5785.
Authors:  Li, Jinbo;  Liu, Peng;  Chen, Long;  Pedrycz, Witold;  Ding, Weiping
Favorite | TC[Scopus]:3 | Submit date：2024/08/05
Adaptation Models  Data Models  Complexity Theory  Boosting  Analytical Models  Optimization  Heuristic Algorithms  Ensemble Learning  Fuzzy Rules-based Model  Incremental Models  Interpretability  
Interval Type-2 Fuzzy Path Tracking Control for Autonomous Ground Vehicles Under Switched Triggered and Sensor Attacks Journal article
Li, Wenfeng, Xie, Zhengchao, Wong, Pak Kin, Zhang, Xiang, Zhao, Jian, Zhao, Jing. Interval Type-2 Fuzzy Path Tracking Control for Autonomous Ground Vehicles Under Switched Triggered and Sensor Attacks[J]. IEEE Transactions on Intelligent Transportation Systems, 2024, 25(11), 16024-16035.
Authors:  Li, Wenfeng;  Xie, Zhengchao;  Wong, Pak Kin;  Zhang, Xiang;  Zhao, Jian; et al.
Favorite | TC[WOS]:2 TC[Scopus]:4  IF:7.9/8.3 | Submit date：2024/12/05
Autonomous Ground Vehicles  Cyber Attacks  Interval Type-2 Fuzzy Model  Path Tracking Control  Switched Triggered Mechanism  
Observer-based fuzzy tracking control for an unmanned aerial vehicle with communication constraints Journal article
Kong, Linghuan, Liu, Zhijie, Zhao, Zhijia, Lam, Hak Keung. Observer-based fuzzy tracking control for an unmanned aerial vehicle with communication constraints[J]. IEEE Transactions on Fuzzy Systems, 2024, 32(6), 3368-3380.
Authors:  Kong, Linghuan;  Liu, Zhijie;  Zhao, Zhijia;  Lam, Hak Keung
Favorite | TC[WOS]:3 TC[Scopus]:3  IF:10.7/9.7 | Submit date：2024/05/16
Autonomous Aerial Vehicles  Disturbance Observers  Event-triggered Control  Fuzzy Logic Systems  Model Uncertainty  Quadrotors  Target Tracking  Trajectory  Trajectory Tracking  Uncertainty  Underactuated Autonomous Aerial Vehicles  Vectors  
Multifactor-Influenced Reliability-Constrained Reserve Expansion of Integrated Electricity-Gas Systems Considering Failure Propagation Journal article
Bao, Minglei, Sun, Xiaocong, Ding, Yi, Ye, Chengjin, Shao, Changzheng, Wang, Sheng, Song, Yonghua. Multifactor-Influenced Reliability-Constrained Reserve Expansion of Integrated Electricity-Gas Systems Considering Failure Propagation[J]. CSEE Journal of Power and Energy Systems, 2023, 9(6), 2236-2250.
Authors:  Bao, Minglei;  Sun, Xiaocong;  Ding, Yi;  Ye, Chengjin;  Shao, Changzheng; et al.
Favorite | TC[WOS]:3 TC[Scopus]:5  IF:6.9/6.9 | Submit date：2024/01/10
Cross-sectorial Failure Propagation  Fuzzy Model  Integrated Electricity-gas Systems  Long-term Reserve Planning  Reliability  
Non-fragile robust output feedback control of uncertain active suspension systems with stochastic network-induced delay Journal article
Zhao, Jing, Zhu, Yajuan, Wong, Pak Kin, Li, Wenfeng, Yang, Zhixin, Li, Panshuo, Song, Chonghui. Non-fragile robust output feedback control of uncertain active suspension systems with stochastic network-induced delay[J]. Nonlinear Dynamics, 2023, 111(9), 8275-8291.
Authors:  Zhao, Jing;  Zhu, Yajuan;  Wong, Pak Kin;  Li, Wenfeng;  Yang, Zhixin; et al.
Favorite | TC[WOS]:3 TC[Scopus]:5  IF:5.2/4.8 | Submit date：2023/06/08
Active Suspension  Interval Type-2 Fuzzy Model  Non-fragile Control  Output Feedback  Parameter Uncertainties  Stochastic Delay  
Parameter-Free Robust Ensemble Framework of Fuzzy Clustering Journal article
Shi,Zhaoyin, Chen,Long, Ding,Weiping, Zhang,Chuanbin, Wang,Yingxu. Parameter-Free Robust Ensemble Framework of Fuzzy Clustering[J]. IEEE Transactions on Fuzzy Systems, 2023, 31(12), 4205-4219.
Authors:  Shi,Zhaoyin;  Chen,Long;  Ding,Weiping;  Zhang,Chuanbin;  Wang,Yingxu
Favorite | TC[WOS]:8 TC[Scopus]:11  IF:10.7/9.7 | Submit date：2023/08/03
Clustering Algorithms  Clustering Ensemble  Computational Efficiency  Costs  Fluctuations  Fuzzy Clustering  Latent Information  Matrix Decomposition  Optimization  Parameter-free Model  Spectral Feature  Tensors  
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]:11 TC[Scopus]:16  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  
The Integrated Strategy of LIDAR Points' Evaluation Localization and Lateral Tracking Optimization for A New Parking Robot's Tight Space Transportation Journal article
Liu, Xiangyong, Sun, Xuesong, Huang, Wei. The Integrated Strategy of LIDAR Points' Evaluation Localization and Lateral Tracking Optimization for A New Parking Robot's Tight Space Transportation[J]. IEEE Transactions on Fuzzy Systems, 2022, 31(2), 521-535.
Authors:  Liu, Xiangyong;  Sun, Xuesong;  Huang, Wei
Favorite | TC[WOS]:0 TC[Scopus]:2  IF:10.7/9.7 | Submit date：2023/01/30
Adaptive Fuzzy Control  Automobiles  Feature Extraction  Integrated Strategy  Laser Evaluation Localization  Laser Modes  Laser Radar  Lateral Tracking Model  Location Awareness  Navigation  Robot Kinematics  Tight Space's Transportation  
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]:14  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