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Scalable and memory-efficient sparse learning for classification with approximate Bayesian regularization priors Journal article
Neurocomputing, 2021,Volume: 457,Page: 106-116
Authors:  Luo, Jiahua;  Gan, Yanfen;  Vong, Chi Man;  Wong, Chi Man;  Chen, Chuangquan
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/12/08
Approximate Bayesian Regularization Priors  Relevance Vector Machine  Scalable Sparse Bayesian Learning  Sparse Bayesian Extreme Learning Machine  
Intelligent Vibration Control for Semiactive Suspension Systems without Prior Knowledge of Dynamical Nonlinear Damper Behaviors Based on Improved Extreme Learning Machine Journal article
IEEE/ASME Transactions on Mechatronics, 2021,Volume: 26,Issue: 4,Page: 2071-2079
Authors:  Huang, Wei;  Zhao, Jing;  Yu, Guokuan;  Wong, Pak Kin
Favorite |  | TC[WOS]:2 TC[Scopus]:2 | Submit date:2021/12/08
Chattering elimination  electrohydraulic damper  extreme learning machine (ELM)  semiactive suspension  
Multinomial Bayesian extreme learning machine for sparse and accurate classification model Journal article
Neurocomputing, 2021,Volume: 423,Page: 24-33
Authors:  Luo,Jiahua;  Wong,Chi Man;  Vong,Chi Man
Favorite |  | TC[WOS]:5 TC[Scopus]:5 | Submit date:2021/03/11
Extreme Learning Machine  Multi-class Classification  Multinomial Distribution  Sparse Bayesian  Sparse Learning  
Adaptive neural tracking control for automotive engine idle speed regulation using extreme learning machine Journal article
Neural Computing and Applications, 2020,Volume: 32,Issue: 18,Page: 14399-14409
Authors:  Wong,Pak Kin;  Huang,Wei;  Vong,Chi Man;  Yang,Zhixin
Favorite |  | TC[WOS]:2 TC[Scopus]:2 | Submit date:2021/03/09
Adaptive Neural Control  Engine Idle Speed Regulation  Extreme Learning Machine  Uncertain Nonlinearity  
Homo-ELM: fully homomorphic extreme learning machine Journal article
International Journal of Machine Learning and Cybernetics, 2020,Volume: 11,Issue: 7,Page: 1531-1540
Authors:  Wang,Weiru;  Gan,Yanfen;  Vong,Chi Man;  Chen,Chuangquan
Favorite |  | TC[WOS]:2 TC[Scopus]:2 | Submit date:2021/03/11
Encrypted Image Classification  Encrypted Machine Learning  Extreme Learning Machine  Fully Homomorphic Encryption  Privacy Preservation  
Approximate empirical kernel map-based iterative extreme learning machine for clustering Journal article
Neural Computing and Applications, 2020,Volume: 32,Issue: 12,Page: 8031-8046
Authors:  Chen,Chuangquan;  Vong,Chi Man;  Wong,Pak Kin;  Tai,Keng Iam
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/03/09
Approximate Empirical Kernel Map  Compact Model  Extreme Learning Machine  Kernel Learning  Maximum Margin Clustering  
Chance Constrained Extreme Learning Machine for Nonparametric Prediction Intervals of Wind Power Generation Journal article
IEEE TRANSACTIONS ON POWER SYSTEMS, 2020,Volume: 35,Issue: 5,Page: 3869-3884
Authors:  Can Wan;  Changfei Zhao;  Yonghua Song
Favorite |  | TC[WOS]:13 TC[Scopus]:18 | Submit date:2021/05/10
Prediction Interval  Forecasting  Wind Power  Chance Constraint  Extreme Learning Machine  Dc Optimization  
Extreme semi-supervised learning for multiclass classification Journal article
Neurocomputing, 2020,Volume: 376,Page: 103-118
Authors:  Chen,Chuangquan;  Gan,Yanfen;  Vong,Chi Man
Favorite |  | TC[WOS]:3 TC[Scopus]:3 | Submit date:2021/03/11
Alternating Optimization  Approximate Empirical Kernel Map  Extreme Learning Machine  Multiclass Classification  Semi-supervised Support Vector Machine  
Supervised Extreme Learning Machine-Based Auto-Encoder for Discriminative Feature Learning Journal article
IEEE Access, 2020,Volume: 8,Page: 11700-11709
Authors:  Du,Jie;  Vong,Chi Man;  Chen,Chuangquan;  Liu,Peng;  Liu,Zhenbao
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/03/11
discriminative data representation  ELM based auto-encoder  Extreme learning machine  multi-layer perceptron  supervised ELM-AE  
Initial-training-free online sequential extreme learning machine based adaptive engine air–fuel ratio control Journal article
International Journal of Machine Learning and Cybernetics, 2019,Volume: 10,Issue: 9,Page: 2245-2256
Authors:  Wong,Pak Kin;  Gao,Xiang Hui;  Wong,Ka In;  Vong,Chi Man;  Yang,Zhi Xin
Favorite |  | TC[WOS]:5 TC[Scopus]:5 | Submit date:2021/03/09
Adaptive control  Air–fuel ratio  Automotive engine  Online sequential extreme learning machine