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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  
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
作者:  Han Z.;  Shang M.;  Liu Z.;  Vong C.-M.;  Liu Y.-S.;  Zwicker M.;  Han J.;  Chen C.L.P.
收藏  |  浏览/下载:12/0  |  提交时间: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
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  
Deep Spatiality: Unsupervised Learning of Spatially-Enhanced Global and Local 3D Features by Deep Neural Network with Coupled Softmax Journal article
IEEE Transactions on Image Processing, 2018,Volume: 27,Issue: 6,Page: 3049-3063
作者:  Han Z.;  Liu Z.;  Vong C.-M.;  Liu Y.-S.;  Bu S.;  Han J.;  Chen C.L.P.
收藏  |  浏览/下载:5/0  |  提交时间:2019/02/11
Coupled Softmax  Deep Spatial  Directed Circular Graph  Spatially-enhanced 3d Features  
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