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SeqViews2SeqLabels: Learning 3D global features via aggregating sequential views by RNN with attention Journal article
IEEE Transactions on Image Processing, 2019,Volume: 28,Issue: 2,Page: 658-672
Authors:  Han Z.;  Shang M.;  Liu Z.;  Vong C.-M.;  Liu Y.-S.;  Zwicker M.;  Han J.;  Chen C.L.P.
Favorite  |  View/Download:15/0  |  Submit date:2019/02/14
3d Feature Learning  Attention  Rnn  Sequential Labels  Sequential Views  View Aggregation  
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  
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:7/0  |  Submit date:2019/01/17
Dynamic changing distribution  extreme learning machine  imbalance class distribution  multiclass imbalance learning  online sequential learning  
Online Sequential Extreme Learning Machine with Under-Sampling and Over-Sampling for Imbalanced Big Data Classification Conference paper
International Conference on Extreme Learning Machine 2016 (ELM2016), Singapore, December, 2016
Authors:  Du, Jie;  Vong, Chi-Man;  Chang, Yajie;  Jiao, Yang
Favorite  |  View/Download:6/0  |  Submit date:2018/10/30
Big Data  Imbalance Learning  Os-elm  Under-sampling  Over-sampling  
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:36/0  |  Submit date:2018/10/30
Imbalance Learning  Boosting  Weighted Elm  Smote  
Cascaded re-ranking modelling of translation hypotheses using extreme learning machines Journal article
APPLIED SOFT COMPUTING, 2017,Volume: 58,Page: 681-689
Authors:  Vong, Chi Man;  Liu, Yan;  Cao, Jiuwen;  Yin, Chun
Favorite  |  View/Download:15/0  |  Submit date:2018/10/30
Cascaded Re-ranking Modelling  Extreme Learning Machine  Statistical Machine Translation  
BoSCC: Bag of Spatial Context Correlations for Spatially Enhanced 3D Shape Representation Journal article
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2017,Volume: 26,Issue: 8,Page: 3707-3720
Authors:  Han, Zhizhong;  Liu, Zhenbao;  Vong, Chi-Man;  Liu, Yu-Shen;  Bu, Shuhui;  Han, Junwei;  Chen, C. L. Philip
Favorite  |  View/Download:12/0  |  Submit date:2018/10/30
Bag Of Spatial Context Correlations  Spatial Context Correlation  Spatial Context  3d Shape Representations  
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:16/0  |  Submit date:2018/10/30
Encrypted Image Classification  Privacy Preservation  Multi Layer Extreme Learning Machine  Elm Auto Encoder  
Capturing High-Discriminative Fault Features for Electronics-Rich Analog System via Deep Learning Journal article
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2017,Volume: 13,Issue: 3,Page: 1213-1226
Authors:  Liu, Zhenbao;  Jia, Zhen;  Vong, Chi-Man;  Bu, Shuhui;  Han, Junwei;  Tang, Xiaojun
Favorite  |  View/Download:16/0  |  Submit date:2018/10/30
Analog Circuits  Deep Belief Network  Deep Learning  Diagnosis  Failure  Fault  Restricted Boltzmann Machines  
Extreme Learning Machine for Huge Hypotheses Re-ranking in Statistical Machine Translation Journal article
COGNITIVE COMPUTATION, 2017,Volume: 9,Issue: 2,Page: 285-294
Authors:  Liu, Yan;  Vong, Chi Man;  Wong, Pak Kin
Favorite  |  View/Download:10/0  |  Submit date:2018/10/30
Re-ranking  Extreme Learning Machine  Scaled Sorted Classification Re-ranking  Statistical Machine Translation