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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:30/0 | TC[WOS]:7 TC[Scopus]:0 | Submit date:2019/03/26
Fault Diagnosis  Feature Extraction  Incremental Board Learning  Non-negative Matrix Factorization  Three-phase Induction Motor  
Postboosting Using Extended G-Mean for Online Sequential Multiclass Imbalance Learning Journal article
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018,Volume: 29,Issue: 12,Page: 6163-6177
Authors:  Vong, Chi-Man;  Du, Jie;  Wong, Chi-Man;  Cao, Jiu-Wen
Favorite | View/Download:11/0 | TC[WOS]:4 TC[Scopus]:0 | Submit date:2019/01/17
Dynamic changing distribution  extreme learning machine  imbalance class distribution  multiclass imbalance learning  online sequential learning  
Multi-View CNN Feature Aggregation with ELM Auto-Encoder for 3D Shape Recognition Journal article
COGNITIVE COMPUTATION, 2018,Volume: 10,Issue: 6,Page: 908-921
Authors:  Yang, Zhi-Xin;  Tang, Lulu;  Zhang, Kun;  Wong, Pak Kin
Favorite | View/Download:30/0 | TC[WOS]:5 TC[Scopus]:0 | Submit date:2019/01/17
Elm Auto-encoder  Convolutional Neural Networks  3d Shape Recognition  Multi-view Feature Aggregation  
Counting passengers in public buses by sensing carbon dioxide concentration: System design and implementation Conference paper
ACM International Conference Proceeding Series
Authors:  Li T.;  Fong S.
Favorite | View/Download:11/0 | TC[WOS]:0 TC[Scopus]:0 | Submit date:2019/02/13
Carbon dioxide sensor  Occupancy  
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:105/0 | TC[WOS]:10 TC[Scopus]:0 | Submit date:2018/10/30
Kernel Learning  Multilayer Extreme Learning Machine (Ml-elm)  Empirical Kernel Map (Ekm)  Representation Learning  Stacked Autoencoder (Sae)  
Fault diagnosis of rotating machinery based on multiple probabilistic classifiers Journal article
MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2018,Volume: 108,Page: 99-114
Authors:  Zhong, Jian-Hua;  Wong, Pak Kin;  Yang, Zhi-Xin
Favorite | View/Download:27/0 | TC[WOS]:22 TC[Scopus]:0 | Submit date:2018/10/30
Rotating Machinery  Automotive Engine  Simultaneous-fault Diagnosis  Sparse Bayesian Extreme Learning Machine  Probabilistic Committee Machine  
Adaptive air-fuel ratio control of dual-injection engines under biofuel blends using extreme learning machine Journal article
ENERGY CONVERSION AND MANAGEMENT, 2018,Volume: 165,Page: 66-75
Authors:  Wong, Ka In;  Wong, Pak Kin
Favorite | View/Download:19/0 | TC[WOS]:7 TC[Scopus]:0 | Submit date:2018/10/30
Biofuel  Dual-injection  Air fuel ratio control  Adaptive control  Extreme learning machine  
Efficient extreme learning machine via very sparse random projection Journal article
SOFT COMPUTING, 2018,Volume: 22,Issue: 11,Page: 3563-3574
Authors:  Chen, Chuangquan;  Vong, Chi-Man;  Wong, Chi-Man;  Wang, Weiru;  Wong, Pak-Kin
Favorite | View/Download:76/0 | TC[WOS]:4 TC[Scopus]:0 | Submit date:2018/10/30
Extreme Learning Machine (Elm)  Sparse-bernoulli Matrix  Very Sparse Random Projection  Dimension Reduction  Compression Layer  
Efficient point-by-point engine calibration using machine learning and sequential design of experiment strategies Journal article
JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2018,Volume: 355,Issue: 4,Page: 1517-1538
Authors:  Wong, Pak Kin;  Gao, Xiang Hui;  Wong, Ka In;  Vong, Chi Man
Favorite | View/Download:28/0 | TC[WOS]:2 TC[Scopus]:0 | Submit date:2018/10/30
An intelligent propagation distance estimation algorithm based on fundamental frequency energy distribution for periodic vibration localization Journal article
JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2018,Volume: 355,Issue: 4,Page: 1539-1558
Authors:  Cao, Jiuwen;  Wang, Tianlei;  Shang, Luming;  Lai, Xiaoping;  Vong, Chi-Man;  Chen, Badong
Favorite | View/Download:19/0 | TC[WOS]:7 TC[Scopus]:0 | Submit date:2018/10/30