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Urban acoustic classification based on deep feature transfer learning Journal article
Journal of the Franklin Institute, 2020,Volume: 357,Issue: 1,Page: 667-686
Authors:  Shen,Yexin;  Cao,Jiuwen;  Wang,Jianzhong;  Yang,Zhixin
Favorite |  | TC[WOS]:1 TC[Scopus]:3 | Submit date:2021/03/11
Multilayer one-class extreme learning machine Journal article
Neural Networks, 2019,Volume: 115,Page: 11-22
Authors:  Dai,Haozhen;  Cao,Jiuwen;  Wang,Tianlei;  Deng,Muqing;  Yang,Zhixin
Favorite |  | TC[WOS]:19 TC[Scopus]:24 | Submit date:2021/03/11
Kernel learning  ML-OCELM  OC-ELM  One-class classification  Outlier/anomaly detection  
An Enhanced Hierarchical Extreme Learning Machine with Random Sparse Matrix Based Autoencoder Conference paper
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
Authors:  Wang,Tianlei;  Lai,Xiaoping;  Cao,Jiuwen;  Vong,Chi Man;  Chen,Badong
Favorite |  | TC[WOS]:0 TC[Scopus]:2 | Submit date:2021/03/11
Autoencoder  Extreme learning machine  Multilayer perceptron  Random sparse matrix.  
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
Authors:  Cao, Jiuwen;  Wang, Tianlei;  Shang, Luming;  Wang, Jianzhong;  Vong, Chi-Man;  Yin, Chun;  Huang, Xuegang
Favorite |  | TC[WOS]:5 TC[Scopus]:5 | Submit date:2018/10/30
Periodic Vibration Signal Processing  Distance Prediction System  Fundamental Frequency Estimation  Frequency Band Energy Percentage  Cepstrum  
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 |  | TC[WOS]:9 TC[Scopus]:10 | Submit date:2018/10/30
Eddy Current Pulsed Thermography  Nondestructive Testing And Evaluation  Transient Thermal Response  Pearson Correlation Coefficient  
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
Authors:  Cao, Jiuwen;  Wang, Tianlei;  Shang, Luming;  Lai, Xiaoping;  Vong, Chi-Man;  Chen, Badong
Favorite |  | TC[WOS]:9 TC[Scopus]:9 | Submit date: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
Authors:  Wong, Chi Man;  Vong, Chi Man;  Wong, Pak Kin;  Cao, Jiuwen
Favorite |  | TC[WOS]:61 TC[Scopus]:74 | Submit date:2018/10/30
Kernel Learning  Multilayer Extreme Learning Machine (Ml-elm)  Representation Learning  Stacked Autoencoder (Sae)  
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 |  | TC[WOS]:1 TC[Scopus]:2 | Submit date:2018/10/30
Cascaded Re-ranking Modelling  Extreme Learning Machine  Statistical Machine Translation