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Unsupervised Learning 3D Local Feature from Raw Voxels based on A Novel Permutation Voxelization Strategy Journal article
IEEE TRANSACTIONS ON CYBERNETIC, 2019,Volume: 49,Issue: 2,Page: 481 - 494
作者:  Zhizhong Han;  Zhenbao Liu;  Junwei Han;  Chi-Man Vong;  Shuhui Bu;  C. L. Philip Chen
收藏  |  浏览/下载:7/0  |  提交时间:2019/04/29
3-d Local Features  3-d Voxelization  Deep Learning  Stacked Sparse Autoencoder (Ssae)  Unsupervised Feature Learning  
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
作者:  Zhu, Peipei;  Yin, Chun;  Cheng, Yuhua;  Huang, Xuegang;  Cao, Jiuwen;  Vong, Chi-Man;  Wong, Pak Kin
收藏  |  浏览/下载:24/0  |  提交时间: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
作者:  Vong, Chi-Man;  Du, Jie;  Wong, Chi-Man;  Cao, Jiu-Wen
收藏  |  浏览/下载:7/0  |  提交时间:2019/01/17
Dynamic changing distribution  extreme learning machine  imbalance class distribution  multiclass imbalance learning  online sequential learning  
A novel distance estimation algorithm for periodic surface vibrations based on frequency band energy percentage feature Journal article
MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2018,Volume: 113,Page: 222-236
作者:  Cao, Jiuwen;  Wang, Tianlei;  Shang, Luming;  Wang, Jianzhong;  Vong, Chi-Man;  Yin, Chun;  Huang, Xuegang
收藏  |  浏览/下载:35/0  |  提交时间:2018/10/30
Periodic Vibration Signal Processing  Distance Prediction System  Fundamental Frequency Estimation  Frequency Band Energy Percentage  Cepstrum  
Intelligent monitoring, diagnosis and control in mechanical engineering Journal article
ADVANCES IN MECHANICAL ENGINEERING, 2018,Volume: 10,Issue: 11
作者:  Wong, Pak Kin;  Lam, James;  Yu, Dingli;  Ji, Xiangyang;  Vong, Chi Man
收藏  |  浏览/下载:2/0  |  提交时间:2019/01/17
Empirical kernel map-based multilayer extreme learning machines for representation learning Journal article
NEUROCOMPUTING, 2018,Volume: 310,Page: 265-276
作者:  Chi-Man Vong;  Chen, Chuangquan;  Wong, Pak-Kin
收藏  |  浏览/下载:78/0  |  提交时间: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
作者:  Chen, Chuangquan;  Vong, Chi-Man;  Wong, Chi-Man;  Wang, Weiru;  Wong, Pak-Kin
收藏  |  浏览/下载:60/0  |  提交时间:2018/10/30
Extreme Learning Machine (Elm)  Sparse-bernoulli Matrix  Very Sparse Random Projection  Dimension Reduction  Compression Layer  
An intelligent propagation distance estimation algorithm based on fundamental frequency energy distribution for periodic vibration localization Journal article
JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2018,Volume: 355,Issue: 4,Page: 1539-1558
作者:  Cao, Jiuwen;  Wang, Tianlei;  Shang, Luming;  Lai, Xiaoping;  Vong, Chi-Man;  Chen, Badong
收藏  |  浏览/下载:10/0  |  提交时间:2018/10/30
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
作者:  Wong, Pak Kin;  Gao, Xiang Hui;  Wong, Ka In;  Vong, Chi Man
收藏  |  浏览/下载:18/0  |  提交时间: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
作者:  Wong, Chi Man;  Vong, Chi Man;  Wong, Pak Kin;  Cao, Jiuwen
收藏  |  浏览/下载:10/0  |  提交时间:2018/10/30
Kernel Learning  Multilayer Extreme Learning Machine (Ml-elm)  Representation Learning  Stacked Autoencoder (Sae)