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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:9/0  |  Submit date:2018/10/30
Eddy Current Pulsed Thermography  Nondestructive Testing And Evaluation  Transient Thermal Response  Pearson Correlation Coefficient  
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:53/0  |  Submit date:2018/10/30
Kernel Learning  Multilayer Extreme Learning Machine (Ml-elm)  Empirical Kernel Map (Ekm)  Representation Learning  Stacked Autoencoder (Sae)  
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:45/0  |  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:14/0  |  Submit date:2018/10/30
Kernel-Based Multilayer Extreme Learning Machines for Representation Learning Journal article
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018,Volume: 29,Issue: 3,Page: 757-762
Authors:  Wong, Chi Man;  Vong, Chi Man;  Wong, Pak Kin;  Cao, Jiuwen
Favorite  |  View/Download:8/0  |  Submit date:2018/10/30
Kernel Learning  Multilayer Extreme Learning Machine (Ml-elm)  Representation Learning  Stacked Autoencoder (Sae)  
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:11/0  |  Submit date:2018/10/30
Engine Calibration  Engine Modeling  Engine Optimization  Initial-training-free Online Extreme Learning Machine  
Initial-Training-Free Online Sequential Extreme Learning Machine Based Adaptive Engine Air-fuel Ratio Control Journal article
International Journal of Machine Learning and Cybernetics, 2018
Authors:  Pak Kin Wong;  Xiang Hui Gao;  Ka In Wong;  Chi Man Vong;  Zhi-Xin Yang
Favorite  |  View/Download:5/0  |  Submit date:2019/04/04
Automotive Engine  Air–fuel Ratio  Online Sequential Extreme Learning Machine  Adaptive Control  
Post-boosting of classification boundary for imbalanced data using geometric mean Journal article
NEURAL NETWORKS, 2017,Volume: 96,Page: 101-114
Authors:  Du, Jie;  Vong, Chi-Man;  Pun, Chi-Man;  Wong, Pak-Kin;  Ip, Weng-Fai
Favorite  |  View/Download:25/0  |  Submit date:2018/10/30
Imbalance Learning  Boosting  Weighted Elm  Smote  
Drug screening of cancer cell lines and human primary tumors using droplet microfluidics Journal article
SCIENTIFIC REPORTS, 2017,Volume: 7,Page: 9109
Authors:  Wong, Ada Hang-Heng;  Li, Haoran;  Jia, Yanwei;  Mak, Pui-In;  da Silva Martins, Rui Paulo;  Liu, Yan;  Vong, Chi Man;  Wong, Hang Cheong;  Wong, Pak Kin;  Wang, Haitao;  Sun, Heng;  Deng, Chu-Xia
Favorite  |  View/Download:13/0  |  Submit date:2018/10/30
Encrypted image classification based on multilayer extreme learning machine Journal article
MULTIDIMENSIONAL SYSTEMS AND SIGNAL PROCESSING, 2017,Volume: 28,Issue: 3,Page: 851-865
Authors:  Wang, Weiru;  Vong, Chi-Man;  Yang, Yilong;  Wong, Pak-Kin
Favorite  |  View/Download:13/0  |  Submit date:2018/10/30
Encrypted Image Classification  Privacy Preservation  Multi Layer Extreme Learning Machine  Elm Auto Encoder