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A Deep Forest-Based Fault Diagnosis Scheme for Electronics-Rich Analog Circuit Systems Journal article
IEEE Transactions on Industrial Electronics, 2021,Volume: 68,Issue: 10,Page: 10087-10096
Authors:  Jia, Zhen;  Liu, Zhenbao;  Gan, Yanfen;  Vong, Chi Man;  Pecht, Michael
Favorite |  | TC[WOS]:3 TC[Scopus]:3 | 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
IEEE Access, 2021,Volume: 9,Page: 87543-87551
Authors:  Luo, Jiahua;  Vong, Chi Man;  Liu, Zhenbao;  Chen, Chuangquan
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | 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
IEEE Access, 2020,Volume: 8,Page: 11700-11709
Authors:  Du,Jie;  Vong,Chi Man;  Chen,Chuangquan;  Liu,Peng;  Liu,Zhenbao
Favorite |  | TC[WOS]:1 TC[Scopus]:2 | Submit date:2021/03/11
discriminative data representation  ELM based auto-encoder  Extreme learning machine  multi-layer perceptron  supervised ELM-AE  
3D2SeqViews: Aggregating Sequential Views for 3D Global Feature Learning by CNN with Hierarchical Attention Aggregation Journal article
IEEE Transactions on Image Processing, 2019,Volume: 28,Issue: 8,Page: 3986-3999
Authors:  Han,Zhizhong;  Lu,Honglei;  Liu,Zhenbao;  Vong,Chi Man;  Liu,Yu Shen;  Zwicker,Matthias;  Han,Junwei;  Philip Chen,C. L.
Favorite |  | TC[WOS]:51 TC[Scopus]:67 | Submit date:2021/03/11
3D global feature learning  CNN  hierarchical attention aggregation  sequential views  view aggregation  
Real-Time Response-Based Fault Analysis and Prognostics Techniques of Nonisolated DC-DC Converters Journal article
IEEE Access, 2019,Volume: 7,Page: 67996-68009
Authors:  Jia,Zhen;  Liu,Zhenbao;  Vong,Chi Man;  Liu,Xin
Favorite |  | TC[WOS]:4 TC[Scopus]:7 | Submit date:2021/03/11
DC-DC converter  exemplar-based conditional particle filter  failure prognosis  fault analysis  fault identification  
A Rotating Machinery Fault Diagnosis Method Based on Feature Learning of Thermal Images Journal article
IEEE Access, 2019,Volume: 7,Page: 12348-12359
Authors:  Jia,Zhen;  Liu,Zhenbao;  Vong,Chi Man;  Pecht,Michael
Favorite |  | TC[WOS]:39 TC[Scopus]:44 | Submit date:2021/03/11
bag-of-visual-words  convolutional neural network  Fault diagnosis  feature recognition  infrared thermography  
A Patent Analysis of Prognostics and Health Management (PHM) Innovations for Electrical Systems Journal article
IEEE ACCESS, 2018,Volume: 6,Page: 18088-18107
Authors:  Liu, Zhenbao;  Jia, Zhen;  Vong, Chi-Man;  Han, Junwei;  Yan, Chenggang;  Pecht, Michael
Favorite |  | TC[WOS]:31 TC[Scopus]:36 | Submit date:2018/10/30
Reliability Assessment And Prediction  Prognostics And Health Management (Phm)  Application  Patents  Electrical Systems  
BoSCC: Bag of Spatial Context Correlations for Spatially Enhanced 3D Shape Representation Journal article
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2017,Volume: 26,Issue: 8,Page: 3707-3720
Authors:  Han, Zhizhong;  Liu, Zhenbao;  Vong, Chi-Man;  Liu, Yu-Shen;  Bu, Shuhui;  Han, Junwei;  Chen, C. L. Philip
Favorite |  | TC[WOS]:24 TC[Scopus]:29 | Submit date:2018/10/30
Bag Of Spatial Context Correlations  Spatial Context Correlation  Spatial Context  3d Shape Representations  
Capturing High-Discriminative Fault Features for Electronics-Rich Analog System via Deep Learning Journal article
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2017,Volume: 13,Issue: 3,Page: 1213-1226
Authors:  Liu, Zhenbao;  Jia, Zhen;  Vong, Chi-Man;  Bu, Shuhui;  Han, Junwei;  Tang, Xiaojun
Favorite |  | TC[WOS]:59 TC[Scopus]:71 | Submit date:2018/10/30
Analog Circuits  Deep Belief Network  Deep Learning  Diagnosis  Failure  Fault  Restricted Boltzmann Machines