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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  
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  
Optimal Robot-Environment Interaction under Broad Fuzzy Neural Adaptive Control Journal article
Huang, Haohui, Yang, Chenguang, Chen, C. L.Philip. Optimal Robot-Environment Interaction under Broad Fuzzy Neural Adaptive Control[J]. IEEE Transactions on Cybernetics, 2021, 51(7), 3824-3835.
Authors:  Huang, Haohui;  Yang, Chenguang;  Chen, C. L.Philip
Favorite | TC[WOS]:90 TC[Scopus]:116  IF:9.4/10.3 | Submit date：2021/12/08
Broad Learning System (Bls)  Fuzzy-logic Control  Impedance Adaptation  Neural Network (Nn)  State Constraints  
Nonlinear system identification using a simplified Fuzzy Broad Learning System: Stability analysis and a comparative study Journal article
Feng,Shuang, Chen,C. L.Philip. Nonlinear system identification using a simplified Fuzzy Broad Learning System: Stability analysis and a comparative study[J]. Neurocomputing, 2019, 337, 274-286.
Authors:  Feng,Shuang;  Chen,C. L.Philip
Favorite | TC[WOS]:25 TC[Scopus]:30  IF:5.5/5.5 | Submit date：2021/03/09
Fuzzy Bls  Fuzzy C-means  Gradient Descent  Lyapunov Stability  Nonlinear System Identification