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DC-DC Buck circuit fault diagnosis with insufficient state data based on deep model and transfer strategy Journal article
Jia, Zhen, Liu, Zhenbao, Vong, Chi Man, Wang, Shengdong, Cai, Yongyi. DC-DC Buck circuit fault diagnosis with insufficient state data based on deep model and transfer strategy[J]. Expert Systems with Applications, 2023, 213, 118918.
Authors:  Jia, Zhen;  Liu, Zhenbao;  Vong, Chi Man;  Wang, Shengdong;  Cai, Yongyi
Favorite | TC[WOS]:10 TC[Scopus]:15  IF:7.5/7.6 | Submit date：2023/04/03
Dc-dc Buck Circuit  Fault Diagnosis  Deep Elm-ae Model  Kernel Method  Transfer Learning  
A Deep Forest-Based Fault Diagnosis Scheme for Electronics-Rich Analog Circuit Systems Journal article
Jia, Zhen, Liu, Zhenbao, Gan, Yanfen, Vong, Chi Man, Pecht, Michael. A Deep Forest-Based Fault Diagnosis Scheme for Electronics-Rich Analog Circuit Systems[J]. IEEE Transactions on Industrial Electronics, 2021, 68(10), 10087-10096.
Authors:  Jia, Zhen;  Liu, Zhenbao;  Gan, Yanfen;  Vong, Chi Man;  Pecht, Michael
Favorite | TC[WOS]:36 TC[Scopus]:36  IF:7.5/8.0 | Submit date：2021/12/08
Analog Circuits  Deep Forest (Df)  Diagnosis  Failure  Fault  
An Inverse-Free and Scalable Sparse Bayesian Extreme Learning Machine for Classification Problems Journal article
Luo, Jiahua, Vong, Chi Man, Liu, Zhenbao, Chen, Chuangquan. An Inverse-Free and Scalable Sparse Bayesian Extreme Learning Machine for Classification Problems[J]. IEEE Access, 2021, 9, 87543-87551.
Authors:  Luo, Jiahua;  Vong, Chi Man;  Liu, Zhenbao;  Chen, Chuangquan
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:3.4/3.7 | Submit date：2022/05/13
Inverse-free  Large Classification  Quasi-newton Method  Sparse Bayesian Extreme Learning Machine  Sparse Model  
Supervised Extreme Learning Machine-Based Auto-Encoder for Discriminative Feature Learning Journal article
Du,Jie, Vong,Chi Man, Chen,Chuangquan, Liu,Peng, Liu,Zhenbao. Supervised Extreme Learning Machine-Based Auto-Encoder for Discriminative Feature Learning[J]. IEEE Access, 2020, 8, 11700-11709.
Authors:  Du,Jie;  Vong,Chi Man;  Chen,Chuangquan;  Liu,Peng;  Liu,Zhenbao
Favorite | TC[WOS]:8 TC[Scopus]:9  IF:3.4/3.7 | Submit date：2021/03/11
Extreme Learning Machine  Elm Based Auto-encoder  Supervised Elm-ae  Discriminative Data Representation  Multi-layer Perceptron  
3D2SeqViews: Aggregating Sequential Views for 3D Global Feature Learning by CNN with Hierarchical Attention Aggregation Journal article
Han,Zhizhong, Lu,Honglei, Liu,Zhenbao, Vong,Chi Man, Liu,Yu Shen, Zwicker,Matthias, Han,Junwei, Philip Chen,C. L.. 3D2SeqViews: Aggregating Sequential Views for 3D Global Feature Learning by CNN with Hierarchical Attention Aggregation[J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2019, 28(8), 3986-3999.
Authors:  Han,Zhizhong;  Lu,Honglei;  Liu,Zhenbao;  Vong,Chi Man;  Liu,Yu Shen; et al.
Favorite | TC[WOS]:125 TC[Scopus]:150  IF:10.8/12.1 | Submit date：2021/03/11
3d Global Feature Learning  Cnn  Hierarchical Attention Aggregation  Sequential Views  View Aggregation  
Unsupervised Learning 3D Local Feature from Raw Voxels based on A Novel Permutation Voxelization Strategy Journal article
Zhizhong Han, Zhenbao Liu, Junwei Han, Chi-Man Vong, Shuhui Bu, C. L. Philip Chen. Unsupervised Learning 3D Local Feature from Raw Voxels based on A Novel Permutation Voxelization Strategy[J]. IEEE TRANSACTIONS ON CYBERNETIC, 2019, 49(2), 481 - 494.
Authors:  Zhizhong Han;  Zhenbao Liu;  Junwei Han;  Chi-Man Vong;  Shuhui Bu; et al.
Favorite | TC[WOS]:31 TC[Scopus]:0  IF:9.4/10.3 | Submit date：2019/04/29
3-d Local Features  3-d Voxelization  Deep Learning  Stacked Sparse Autoencoder (Ssae)  Unsupervised Feature Learning  
A Rotating Machinery Fault Diagnosis Method Based on Feature Learning of Thermal Images Journal article
Zhen JIA, Zhenbao LIU, Chi Man VONG, M. Pecht. A Rotating Machinery Fault Diagnosis Method Based on Feature Learning of Thermal Images[J]. IEEE Access, 2019, 7, 12348-12359.
Authors:  Zhen JIA;  Zhenbao LIU;  Chi Man VONG;  M. Pecht
Favorite |   IF:3.4/3.7 | Submit date：2022/08/09
Fault Diagnosis  Infrared Thermography  Convolutional Neural Network  Bag-of-visual Words  Feature Recognition  
A Rotating Machinery Fault Diagnosis Method Based on Feature Learning of Thermal Images Journal article
Jia,Zhen, Liu,Zhenbao, Vong,Chi Man, Pecht,Michael. A Rotating Machinery Fault Diagnosis Method Based on Feature Learning of Thermal Images[J]. IEEE Access, 2019, 7, 12348-12359.
Authors:  Jia,Zhen;  Liu,Zhenbao;  Vong,Chi Man;  Pecht,Michael
Favorite | TC[WOS]:75 TC[Scopus]:94  IF:3.4/3.7 | Submit date：2021/03/11
Bag-of-visual-words  Convolutional Neural Network  Fault Diagnosis  Feature Recognition  Infrared Thermography  
Real-Time Response-Based Fault Analysis and Prognostics Techniques of Nonisolated DC-DC Converters Journal article
Jia,Zhen, Liu,Zhenbao, Vong,Chi Man, Liu,Xin. Real-Time Response-Based Fault Analysis and Prognostics Techniques of Nonisolated DC-DC Converters[J]. IEEE Access, 2019, 7, 67996-68009.
Authors:  Jia,Zhen;  Liu,Zhenbao;  Vong,Chi Man;  Liu,Xin
Favorite | TC[WOS]:11 TC[Scopus]:15  IF:3.4/3.7 | Submit date：2021/03/11
Dc-dc Converter  Exemplar-based Conditional Particle Filter  Failure Prognosis  Fault Analysis  Fault Identification  
A Patent Analysis of Prognostics and Health Management (PHM) Innovations for Electrical Systems Journal article
Liu, Zhenbao, Jia, Zhen, Vong, Chi-Man, Han, Junwei, Yan, Chenggang, Pecht, Michael. A Patent Analysis of Prognostics and Health Management (PHM) Innovations for Electrical Systems[J]. IEEE ACCESS, 2018, 6, 18088-18107.
Authors:  Liu, Zhenbao;  Jia, Zhen;  Vong, Chi-Man;  Han, Junwei;  Yan, Chenggang; et al.
Favorite | TC[WOS]:41 TC[Scopus]:53  IF:3.4/3.7 | Submit date：2018/10/30
Reliability Assessment And Prediction  Prognostics And Health Management (Phm)  Application  Patents  Electrical Systems