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An Efficient Fault Diagnostic Method for Three-Phase Induction Motors Based on Incremental Broad Learning and Non-Negative Matrix Factorization Journal article
IEEE Access, 2019,Volume: 7,Page: 17780-17790
Authors:  Jiang S.B.;  Wong P.K.;  Guan R.;  Liang Y.;  Li J.
Favorite | View/Download:33/0 | TC[WOS]:7 TC[Scopus]:12 | Submit date:2019/03/26
Fault Diagnosis  Feature Extraction  Incremental Board Learning  Non-negative Matrix Factorization  Three-phase Induction Motor  
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:29/0 | TC[WOS]:5 TC[Scopus]:24 | Submit date:2018/10/31
Broad Learning System  Outliers  Robustness  Augmented Lagrange Multiplier  Regularization  Laplacian distribution  
Discriminative graph regularized broad learning system for image recognition Journal article
SCIENCE CHINA-INFORMATION SCIENCES, 2018,Volume: 61,Issue: 11
Authors:  Jin, Junwei;  Liu, Zhulin;  Chen, C. L. Philip
Favorite | View/Download:38/0 | TC[WOS]:14 TC[Scopus]:29 | Submit date:2019/01/17
broad learning system  deep learning  graph regularization  image recognition  feature extraction  incremental learning  
Optimized Multi-Agent Formation Control Based on an Identifier-Actor--Critic Reinforcement Learning Algorithm Journal article
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2018,Volume: 26,Issue: 5,Page: 2719-2731
Authors:  Wen, Guoxing;  Chen, C. L. Philip;  Feng, Jun;  Zhou, Ning
View | Adobe PDF | Favorite | View/Download:1216/92 | TC[WOS]:12 TC[Scopus]:23 | Submit date:2018/10/30
Fuzzy logic systems (FLSs)  identifier-actor-critic architecture  multi-agent formation  optimized formation control  reinforcement learning (RL)  
Eyes-Closed Resting EEG Predicts the Learning of Alpha Down-Regulation in Neurofeedback Training Journal article
FRONTIERS IN PSYCHOLOGY, 2018,Volume: 9
Authors:  Nan, Wenya;  Wan, Feng;  Tang, Qi;  Wong, Chi Man;  Wang, Boyu;  Rosa, Agostinho
Favorite | View/Download:19/0 | TC[WOS]:1 TC[Scopus]:5 | Submit date:2018/10/30
neurofeedback  alpha  down-regulation  resting baseline  learning  
Liberal Arts Education and the Modern University Conference paper
Authors:  Sun, Yifeng
Favorite | View/Download:14/0 | TC[WOS]:1 TC[Scopus]:1 | Submit date:2018/10/30
Hyperspectral Imagery Classification Based on Semi-Supervised Broad Learning System Journal article
REMOTE SENSING, 2018,Volume: 10,Issue: 5
Authors:  Kong, Yi;  Wang, Xuesong;  Cheng, Yuhu;  Chen, C. L. Philip
Favorite | View/Download:24/0 | TC[WOS]:11 TC[Scopus]:23 | Submit date:2018/10/30
hyperspectral imagery  classification  broad learning  semi-supervised  class-probability structure  
Liberal Arts Education and the Modern University Journal article
European Review, 2018,Volume: 26,Issue: 2,Page: 272-284
Authors:  Sun,Yifeng
Favorite | View/Download:2/0 | TC[WOS]:1 TC[Scopus]:1 | Submit date:2019/10/22
Hyperspectral imagery classification based on semi-supervised broad learning system Journal article
Remote Sensing, 2018,Volume: 10,Issue: 5
Authors:  Kong Y.;  Wang X.;  Cheng Y.;  Chen C.L.P.
Favorite | View/Download:11/0 | TC[WOS]:11 TC[Scopus]:23 | Submit date:2019/02/11
Broad learning  Class-probability structure  Classification  Hyperspectral imagery  Semi-supervised  
Convergence Analysis of Distributed Inference with Vector-Valued Gaussian Belief Propagation Journal article
JOURNAL OF MACHINE LEARNING RESEARCH, 2018,Volume: 18
Authors:  Du, Jian;  Ma, Shaodan;  Wu, Yik-Chung;  Kar, Soummya;  Moura, Jose M. F.
Favorite | View/Download:24/0 | TC[WOS]:4 TC[Scopus]:0 | Submit date:2018/10/30
Graphical Model  Large-scale Networks  Linear Gaussian Model  Markov Random Field  Walk-summability