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Regularized robust Broad Learning System for uncertain data modeling Journal article
NEUROCOMPUTING, 2018,Volume: 322,Page: 58-69
Authors:  Jin, Jun-Wei;  Chen, C. L. Philip
Favorite  |  View/Download:12/0  |  Submit date:2018/10/31
Broad Learning System  Outliers  Robustness  Augmented Lagrange Multiplier  Regularization  Laplacian distribution  
Multifocus image fusion with enhanced linear spectral clustering and fast depth map estimation Journal article
NEUROCOMPUTING, 2018,Volume: 318,Page: 43-54
Authors:  Duan, Junwei;  Chen, Long;  Chen, C. L. Philip
Favorite  |  View/Download:16/0  |  Submit date:2018/10/30
Multifocus image fusion  Superpixel  Linear Spectral Clustering  Depth Information  Multi-image guided filtering  
Graph-based multiple rank regression for image classification Journal article
NEUROCOMPUTING, 2018,Volume: 315,Page: 394-404
Authors:  Yuan, Haoliang;  Li, Junyu;  Lai, Loi Lei;  Tang, Yuan Yan
Favorite  |  View/Download:12/0  |  Submit date:2018/10/30
Multiple rank regression  Graph regularization  Image classification  
Dynamic group optimisation algorithm for training feed-forward neural networks Journal article
NEUROCOMPUTING, 2018,Volume: 314,Page: 1-19
Authors:  Tang, Rui;  Fong, Simon;  Deb, Suash;  Vasilakos, Athanasios V.;  Millham, Richard C.
Favorite  |  View/Download:19/0  |  Submit date:2018/10/30
Dynamic group optimisation algorithm  Metaheuristic algorithm  Neural network  
Empirical kernel map-based multilayer extreme learning machines for representation learning Journal article
NEUROCOMPUTING, 2018,Volume: 310,Page: 265-276
Authors:  Chi-Man Vong;  Chen, Chuangquan;  Wong, Pak-Kin
Favorite  |  View/Download:36/0  |  Submit date:2018/10/30
Kernel Learning  Multilayer Extreme Learning Machine (Ml-elm)  Empirical Kernel Map (Ekm)  Representation Learning  Stacked Autoencoder (Sae)  
Multi-scale hierarchical recurrent neural networks for hyperspectral image classification Journal article
NEUROCOMPUTING, 2018,Volume: 294,Page: 82-93
Authors:  Shi, Cheng;  Pun, Chi-Man
Favorite  |  View/Download:10/0  |  Submit date:2018/10/30
Hyperspectral Image Classification  Recurrent Neural Networks  Multi-scale  
Online extreme learning machine based modeling and optimization for point-by-point engine calibration Journal article
NEUROCOMPUTING, 2018,Volume: 277,Page: 187-197
Authors:  Wong, Pak Kin;  Gao, Xiang Hui;  Wong, Ka In;  Vong, Chi Man
Favorite  |  View/Download:9/0  |  Submit date:2018/10/30
Engine Calibration  Engine Modeling  Engine Optimization  Initial-training-free Online Extreme Learning Machine  
A collaborative-competitive representation based classifier model Journal article
NEUROCOMPUTING, 2018,Volume: 275,Page: 627-635
Authors:  Yuan, Haoliang;  Li, Xuecong;  Xu, Fangyuan;  Wang, Yifei;  Lai, Loi Lei;  Tang, Yuan Yan
Favorite  |  View/Download:11/0  |  Submit date:2018/10/30
Classification  Collaborative Representation  Collaborative-competitive Representation  
Adaptive NN-DSC control design for path following of underactuated surface vessels with input saturation Journal article
NEUROCOMPUTING, 2017,Volume: 267,Page: 466-474
Authors:  Liu, Cheng;  Chen, C. L. Philip;  Zou, Zaojian;  Li, Tieshan
Favorite  |  View/Download:7/0  |  Submit date:2018/10/30
Surface vessels  Path following  NN  Serret-Frenet  LOS  DSC  
Advances in extreme learning machines (ELM2015) Journal article
NEUROCOMPUTING, 2017,Volume: 261,Page: 1-3
Authors:  Lendasse, Amaury;  Vong, Chi Man;  Toh, Kar-Ann;  Miche, Yoan;  Huang, Guang-Bin
Favorite  |  View/Download:8/0  |  Submit date:2018/10/30