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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  
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  
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:37/0  |  Submit date:2018/10/30
Imbalance Learning  Boosting  Weighted Elm  Smote  
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  
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  
An Analytical Study on Reasoning of Extreme Learning Machine for Classification from Its Inductive Bias Journal article
Cognitive Computation, 2016,Volume: 8,Issue: 4,Page: 746-756
Authors:  Wong P.K.;  Gao X.H.;  Wong K.I.;  Vong C.M.
Favorite  |  View/Download:6/0  |  Submit date:2019/02/13
Extreme Learning Machine  Inductive Bias  Multiclass  Reasoning  
Fast and accurate face detection by sparse Bayesian extreme learning machine Journal article
Neural Computing and Applications, 2014,Volume: 26,Issue: 5,Page: 1149-1156
Authors:  Vong C.M.;  Tai K.I.;  Pun C.M.;  Wong P.K.
Favorite  |  View/Download:3/0  |  Submit date:2019/02/13
Extreme Learning Machine  Face Detection  Face Recognition  Sparse Bayesian  
Predicting minority class for suspended particulate matters level by extreme learning machine Journal article
Neurocomputing, 2014,Volume: 128,Page: 136
Authors:  Vong C.-M.;  Ip W.-F.;  Wong P.-K.;  Chiu C.-C.
Favorite  |  View/Download:9/0  |  Submit date:2018/10/30
Extreme Learning Machine (Elm)  Imbalance Problem  Pm10  Prior Duplication  Support Vector Machine (Svm)