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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  
Intelligent Vibration Control for Semiactive Suspension Systems without Prior Knowledge of Dynamical Nonlinear Damper Behaviors based on Improved Extreme Learning Machine Journal article
Huang, Wei, Zhao, Jing, Yu, Guokuan, Wong, Pak Kin. Intelligent Vibration Control for Semiactive Suspension Systems without Prior Knowledge of Dynamical Nonlinear Damper Behaviors based on Improved Extreme Learning Machine[J]. IEEE/ASME Transactions on Mechatronics, 2021, 26(4), 2071-2079.
Authors:  Huang, Wei;  Zhao, Jing;  Yu, Guokuan;  Wong, Pak Kin
Favorite | TC[WOS]:20 TC[Scopus]:20  IF:6.1/6.2 | Submit date：2022/08/23
Chattering Elimination  Electrohydraulic Damper  Extreme Learning Machine (Elm)  Semiactive Suspension  
Intelligent Vibration Control for Semiactive Suspension Systems without Prior Knowledge of Dynamical Nonlinear Damper Behaviors Based on Improved Extreme Learning Machine Journal article
Huang, Wei, Zhao, Jing, Yu, Guokuan, Wong, Pak Kin. Intelligent Vibration Control for Semiactive Suspension Systems without Prior Knowledge of Dynamical Nonlinear Damper Behaviors Based on Improved Extreme Learning Machine[J]. IEEE/ASME Transactions on Mechatronics, 2021, 26(4), 2071-2079.
Authors:  Huang, Wei;  Zhao, Jing;  Yu, Guokuan;  Wong, Pak Kin
Favorite | TC[WOS]:20 TC[Scopus]:20  IF:6.1/6.2 | Submit date：2021/12/08
Chattering Elimination  Electrohydraulic Damper  Extreme Learning Machine (Elm)  Semiactive Suspension  
Supervised Extreme Learning Machine-Based Auto-Encoder for Discriminative Feature Learning Journal article
Du,Jie, Vong,Chi Man, Chen,Chuangquan, Liu,Peng, Liu,Zhenbao. Supervised Extreme Learning Machine-Based Auto-Encoder for Discriminative Feature Learning[J]. IEEE Access, 2020, 8, 11700-11709.
Authors:  Du,Jie;  Vong,Chi Man;  Chen,Chuangquan;  Liu,Peng;  Liu,Zhenbao
Favorite | TC[WOS]:8 TC[Scopus]:9  IF:3.4/3.7 | Submit date：2021/03/11
Extreme Learning Machine  Elm Based Auto-encoder  Supervised Elm-ae  Discriminative Data Representation  Multi-layer Perceptron  
Supervised Extreme Learning Machine-Based Auto-Encoder for Discriminative Feature Learning Journal article
Du, J., Vong, C. M., Chen, C.Q., Liu, P., Liu, Z.B.. Supervised Extreme Learning Machine-Based Auto-Encoder for Discriminative Feature Learning[J]. IEEE Access (SCI-E), 2019, 11700-11709.
Authors:  Du, J.;  Vong, C. M.;  Chen, C.Q.;  Liu, P.;  Liu, Z.B.
Favorite |   IF:3.4/3.7 | Submit date：2022/08/09
Extreme Learning Machine  Elm Based Auto-encoder  Supervised Elm-ae  Discriminative Data Representation  Multi-layer Perceptron  
Empirical kernel map-based multilayer extreme learning machines for representation learning Journal article
Vong, Chi Man, Chen, Chuangquan, Wong, Pak Kin. Empirical kernel map-based multilayer extreme learning machines for representation learning[J]. NEUROCOMPUTING, 2018, 310, 265-276.
Authors:  Vong, Chi Man;  Chen, Chuangquan;  Wong, Pak Kin
Favorite | TC[WOS]:25 TC[Scopus]:31  IF:5.5/5.5 | Submit date：2018/10/30
Kernel Learning  Multilayer Extreme Learning Machine (Ml-elm)  Empirical Kernel Map (Ekm)  Representation Learning  Stacked Autoencoder (Sae)  
Efficient Extreme Learning Machine via Very Sparse Random Projection Journal article
Chen, C. Q., Vong, C. M., Wong, C. M., Wang, W. R., Wong, P. K.. Efficient Extreme Learning Machine via Very Sparse Random Projection[J]. Soft Computing (SCI-E), 2018, 3563-3574.
Authors:  Chen, C. Q.;  Vong, C. M.;  Wong, C. M.;  Wang, W. R.;  Wong, P. K.
Favorite |  | Submit date：2022/08/09
Extreme Learning Machine (Elm)  Sparse-bernoulli Matrix  Very Sparse Random Projection  Dimension Reduction  Compression Layer  
Efficient extreme learning machine via very sparse random projection Journal article
Chen, Chuangquan, Vong, Chi-Man, Wong, Chi-Man, Wang, Weiru, Wong, Pak Kin. Efficient extreme learning machine via very sparse random projection[J]. SOFT COMPUTING, 2018, 22(11), 3563-3574.
Authors:  Chen, Chuangquan;  Vong, Chi-Man;  Wong, Chi-Man;  Wang, Weiru;  Wong, Pak Kin
Favorite | TC[WOS]:17 TC[Scopus]:23  IF:3.1/3.2 | Submit date：2018/10/30
Extreme Learning Machine (Elm)  Sparse-bernoulli Matrix  Very Sparse Random Projection  Dimension Reduction  Compression Layer  
Empirical Kernel Map-Based Multilayer Extreme Learning Machines for Representation Learning Journal article
Vong, C. M., Chen, C.Q., Wong, P. K.. Empirical Kernel Map-Based Multilayer Extreme Learning Machines for Representation Learning[J]. Neurocomputing (SCI-E), 2018, 265-276.
Authors:  Vong, C. M.;  Chen, C.Q.;  Wong, P. K.
Favorite |   IF:5.5/5.5 | Submit date：2022/08/09
Kernel learning Multilayer extreme learning machine (ML-ELM)  Empirical kernel map (EKM)  Representation learning  stacked autoencoder (SAE)  
Kernel-Based Multilayer Extreme Learning Machines for Representation Learning Journal article
Wong, Chi Man, Vong, Chi Man, Wong, Pak Kin, Cao, Jiuwen. Kernel-Based Multilayer Extreme Learning Machines for Representation Learning[J]. IEEE Transactions on Neural Networks and Learning Systems, 2018, 29(3), 757-762.
Authors:  Wong, Chi Man;  Vong, Chi Man;  Wong, Pak Kin;  Cao, Jiuwen
Favorite | TC[WOS]:138 TC[Scopus]:157  IF:10.2/10.4 | Submit date：2018/10/30
Kernel Learning  Multilayer Extreme Learning Machine (Ml-elm)  Representation Learning  Stacked Autoencoder (Sae)