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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  
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:8/0  |  Submit date:2019/01/17
Dynamic changing distribution  extreme learning machine  imbalance class distribution  multiclass imbalance learning  online sequential learning  
Two-dimensional Quaternion PCA and Sparse PCA Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2018,Page: 1 - 15
Authors:  Xiaolin Xiao;  Yicong Zhou
Favorite  |  View/Download:7/0  |  Submit date:2019/03/26
2d-principle Component Analysis (2d-pca)  2d-quaternion Pca (2d-qPca)  2d-quaternion Sparse Pca (2d-qsPca)  Color Face Recognition  Feature Extraction  Partial Occlusions  Qpca  
Quaternion Sparse Discriminant Analysis for Color Face Recognition Conference paper
2018 IEEE International Conference on Multimedia and Expo (ICME), San Diego, CA, USA, 23-27 July 2018
Authors:  Xiaolin Xiao;  Yicong Zhou
Favorite  |  View/Download:0/0  |  Submit date:2019/03/26
Qsda  Feature Extraction  Color Face Recognition  Partial Occlusion  
Superpixel-based 3D deep neural networks for hyperspectral image classification Journal article
PATTERN RECOGNITION, 2018,Volume: 74,Page: 600-616
Authors:  Shi, Cheng;  Pun, Chi-Man
Favorite  |  View/Download:12/0  |  Submit date:2018/10/30
Hyperspectral Image Classification  Superpixel  3d Deep Neural Networks  
A Language for Financial Chart Patterns Journal article
International Journal of Information Technology & Decision Making, 2018,Volume: 17,Issue: 5,Page: 1537-1560
Authors:  Jiajun Zhu;  Yuqing Wan;  Yain-Whar Si
Favorite  |  View/Download:9/0  |  Submit date:2018/10/30
Chart Patterns  Domain-specific Language  Primitive Shapes  Financial Time Series  
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  
Guest Editorial Wireless Sensing Circuits and Systems for Healthcare and Biomedical Applications Journal article
IEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS, 2018,Volume: 8,Issue: 2,Page: 161-164
Authors:  Li, Changzhi;  Mak, Pui-In;  Gomez-Garcia, Roberto;  Chen, Ying
Favorite  |  View/Download:10/0  |  Submit date:2018/10/30