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Fuzzy-Based Adaptive Reliable Motion Control of a Piezoelectric Nanopositioning System Journal article
Chen, Liheng, Xu, Qingsong. Fuzzy-Based Adaptive Reliable Motion Control of a Piezoelectric Nanopositioning System[J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2024, 32(8), 4413-4425.
Authors:  Chen, Liheng;  Xu, Qingsong
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:10.7/9.7 | Submit date：2024/06/05
Adaptive Fuzzy Control  Couplings  Degradation  Hysteresis  Motion Control  Nanopositioning  Nanopositioning  Piezoelectric Actuator  Piezoelectric Actuators  Reliability  Reliable Control  Tracking  
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  
Doubly Interpretable Fuzzy Apriori Classifier by Successive Stacking and One-step Wide Calculation Journal article
Xie, Runshan, Vong, Chi Man, Wang, Shitong. Doubly Interpretable Fuzzy Apriori Classifier by Successive Stacking and One-step Wide Calculation[J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2024, 32(4), 1653-1667.
Authors:  Xie, Runshan;  Vong, Chi Man;  Wang, Shitong
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:10.7/9.7 | Submit date：2024/02/22
Double Interpretability (Di)  Fuzzy Apriori-based Classifiers  Generalization Capability  Hybrid Ensemble Structure  
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)  
Soft Multiprototype Clustering Algorithm via Two-Layer Semi-NMF Journal article
Zeng, Shan, Duan, Xiangjun, Bai, Jun, Tao, Wei, Hu, Kun, Tang, Yuanyan. Soft Multiprototype Clustering Algorithm via Two-Layer Semi-NMF[J]. IEEE Transactions on Fuzzy Systems, 2024, 32(4), 1615-1629.
Authors:  Zeng, Shan;  Duan, Xiangjun;  Bai, Jun;  Tao, Wei;  Hu, Kun; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:10.7/9.7 | Submit date：2024/05/02
Fuzzy Clustering  Laplace Graph Regularization  Seminonnegative Matrix Factorization (Semi-nmf)  Soft Multiprototype Clustering  
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]:0 TC[Scopus]:2  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  
Internally & Generatively Decorrelated Ensemble of First-Order Takagi-Sugeno-Kang Fuzzy Regressors With Quintuply Diversity Guarantee Journal article
Zhou, Erhao, Vong, Chi Man, Nojima, Yusuke, Wang, Shitong. Internally & Generatively Decorrelated Ensemble of First-Order Takagi-Sugeno-Kang Fuzzy Regressors With Quintuply Diversity Guarantee[J]. IEEE Transactions on Fuzzy Systems, 2023, 32(3), 1288-1302.
Authors:  Zhou, Erhao;  Vong, Chi Man;  Nojima, Yusuke;  Wang, Shitong
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:10.7/9.7 | Submit date：2024/02/22
First-order Takagi–sugeno–kang (Tsk) Fuzzy Regressor  Full Interpretability  Generalization Capability  Quintuply Diversity Guarantee  Wide-ensemble Learning  
A Sparse Framework for Robust Possibilistic K-Subspace Clustering Journal article
Zeng, Shan, Duan, Xiangjun, Li, Hao, Bai, Jun, Tang, Yuanyan, Wang, Zhiyong. A Sparse Framework for Robust Possibilistic K-Subspace Clustering[J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2023, 31(4), 1124-1138.
Authors:  Zeng, Shan;  Duan, Xiangjun;  Li, Hao;  Bai, Jun;  Tang, Yuanyan; et al.
Favorite | TC[WOS]:5 TC[Scopus]:5  IF:10.7/9.7 | Submit date：2023/01/30
Possibilistic K-subspace (Kss) Clustering  Dual-sparse Framework  Local Subspace  
Joint Label Enhancement and Label Distribution Learning Via Stacked Graph Regularization-Based Polynomial Fuzzy Broad Learning System Journal article
Jintao Huang, Chi Man Vong, Guangtai Wang, Wenbin Qian, Yimin Zhou, C. L.Philip Chen. Joint Label Enhancement and Label Distribution Learning Via Stacked Graph Regularization-Based Polynomial Fuzzy Broad Learning System[J]. IEEE Transactions on Fuzzy Systems, 2023, 31(9), 3290-3304.
Authors:  Jintao Huang;  Chi Man Vong;  Guangtai Wang;  Wenbin Qian;  Yimin Zhou; et al.
Favorite | TC[WOS]:7 TC[Scopus]:8  IF:10.7/9.7 | Submit date：2023/08/03
Broad Learning System  Classification Algorithms  Correlation  Feature Extraction  Graph Regularization  Label Ambiguity  Label Distribution Learning  Label Enhancement  Learning Systems  Task Analysis  Technological Innovation  Training  
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]:7 TC[Scopus]:7  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