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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:17/0  |  Submit date:2019/01/17
Elm Auto-encoder  Convolutional Neural Networks  3d Shape Recognition  Multi-view Feature Aggregation  
Single and Simultaneous Fault Diagnosis With Application to a Multistage Gearbox: A Versatile Dual-ELM Network Approach Journal article
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2018,Volume: 14,Issue: 12,Page: 5245-5255
Authors:  Yang, Zhi-Xin;  Wang, Xian-Bo;  Wong, Pak Kin
Favorite  |  View/Download:7/0  |  Submit date:2019/01/17
Extreme Learning Machines (Elm)  Fault Diagnosis  Local Mean Decomposition (Lmd)  Single And Simultaneous Faults  Multistage Gearbox  
An improved feature extraction algorithm for automatic defect identification based on eddy current pulsed thermography Journal article
MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2018,Volume: 113,Page: 5-21
Authors:  Zhu, Peipei;  Yin, Chun;  Cheng, Yuhua;  Huang, Xuegang;  Cao, Jiuwen;  Vong, Chi-Man;  Wong, Pak Kin
Favorite  |  View/Download:24/0  |  Submit date:2018/10/30
Eddy Current Pulsed Thermography  Nondestructive Testing And Evaluation  Transient Thermal Response  Pearson Correlation Coefficient  
Intelligent monitoring, diagnosis and control in mechanical engineering Journal article
ADVANCES IN MECHANICAL ENGINEERING, 2018,Volume: 10,Issue: 11
Authors:  Wong, Pak Kin;  Lam, James;  Yu, Dingli;  Ji, Xiangyang;  Vong, Chi Man
Favorite  |  View/Download:3/0  |  Submit date:2019/01/17
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:87/0  |  Submit date:2018/10/30
Kernel Learning  Multilayer Extreme Learning Machine (Ml-elm)  Empirical Kernel Map (Ekm)  Representation Learning  Stacked Autoencoder (Sae)  
Design and analysis of an integrated sliding mode control-two-point wheelbase preview strategy for a semi-active air suspension with stepper motor-driven gas-filled adjustable shock absorber Journal article
PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART I-JOURNAL OF SYSTEMS AND CONTROL ENGINEERING, 2018,Volume: 232,Issue: 9,Page: 1194-1211
Authors:  Zhao, Jing;  Wong, Pak Kin;  Ma, Xinbo;  Xie, Zhengchao
Favorite  |  View/Download:11/0  |  Submit date:2018/10/30
Semi-active air suspension  gas-filled adjustable shock absorber  sliding-mode control  multi-point wheelbase preview  
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:15/0  |  Submit date:2018/10/30
Rotating Machinery  Automotive Engine  Simultaneous-fault Diagnosis  Sparse Bayesian Extreme Learning Machine  Probabilistic Committee Machine  
Correntropy-Based Evolving Fuzzy Neural System Journal article
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2018,Volume: 26,Issue: 3,Page: 1324-1338
Authors:  Bao, Rong-Jing;  Rong, Hai-Jun;  Angelov, Plamen P.;  Chen, Badong;  Wong, Pak Kin
Favorite  |  View/Download:20/0  |  Submit date:2018/10/30
Correntropy  Evolving Fuzzy Neural System (Efns)  Mean-square Error (Mse)  Nonlinear System  Steady-state Excess Mean Square Error (Emse)  
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:12/0  |  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:67/0  |  Submit date:2018/10/30
Extreme Learning Machine (Elm)  Sparse-bernoulli Matrix  Very Sparse Random Projection  Dimension Reduction  Compression Layer