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Short-term power load interval forecasting based on nonparametric Bootstrap errors sampling Journal article
Energy Reports, 2022,Volume: 8,Page: 6672-6686
Authors:  Xiao, Ling;  Li, Miaotong;  Zhang, Shenghui
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/08/02
Adaptive boosting algorithm  Extreme learning machine  Nonparametric Bootstrap sampling  Power load interval forecasting  
A Task-Parallel and Reconfigurable FPGA-Based Hardware Implementation of Extreme Learning Machine Conference paper
ACM International Conference Proceeding Series
Authors:  Huang, Hui;  Rong, Hai Jun;  Yang, Zhao Xu
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/17
Extreme learning machine  Field-programmable gate array  Reconfigurable architecture  Task-parallel computing  
A two-scale manifold learning method for spatiotemporal modeling of lithium-ion battery thermal process Journal article
Nonlinear Dynamics, 2022
Authors:  Xu, Kang Kang;  Yang, Hai Dong;  Yin, Si Hua;  Zhu, Cheng Jiu;  Fan, Bi;  Hu, Luoke
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/08/05
Galerkin’s method  Lithium-ion battery thermal process  Spatiotemporal modeling  Time/space separation  Two-scale manifold learning  
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]:6 TC[Scopus]:4 | 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]:4 TC[Scopus]:6 | Submit date:2021/03/09
Adaptive Neural Control  Engine Idle Speed Regulation  Extreme Learning Machine  Uncertain Nonlinearity  
Accurate and efficient sequential ensemble learning for highly imbalanced multi-class data Journal article
Neural Networks, 2020,Volume: 128,Page: 268-278
Authors:  Vong,Chi Man;  Du,Jie
Favorite |  | TC[WOS]:7 TC[Scopus]:9 | Submit date:2021/03/11
Highly Imbalanced Data  Multi-class Classification  Sequential Ensemble Learning  
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  
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]:5 TC[Scopus]:5 | Submit date:2021/03/11
Alternating Optimization  Approximate Empirical Kernel Map  Extreme Learning Machine  Multiclass Classification  Semi-supervised Support Vector Machine