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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]:6 TC[Scopus]:5 | Submit date:2021/03/11
Extreme Learning Machine  Multi-class Classification  Multinomial Distribution  Sparse Bayesian  Sparse Learning  
Multinomial Bayesian extreme learning machine for sparse and accurate classification model Journal article
Neurocomputing (SCI-E), 2021,Page: 24-33
Authors:  Luo, J.H.;  WONG, C.M.;  Vong, C. M.
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/08/09
Extreme learning machine  Sparse Bayesian  Multi-class classification  Sparse learning  Multinomial distribution  
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  
Adaptive Neural Tracking Control for Automotive Engine Idle Speed Regulation using Extreme Learning Machine Journal article
Neural Computing and Applications (SCI-E), 2020,Page: 14399-14409
Authors:  Wong, P. K.;  Huang, W.;  Vong, C. M.;  Yang, Z. X.
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/08/09
Extreme learning machine  adaptive neural control  uncertain nonlinearity  engine idle speed regulation  
Proceedings of ELM2019 Book
:Springer, 2020
Authors:  Cao, J.W.;  Vong, C. M.;  Miche, Y.;  Lendasse, A.
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Extreme Learning Machines  
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