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Nonintrusive Uncertainty Quantification of Dynamic Power Systems Subject to Stochastic Excitations Journal article
IEEE Transactions on Power Systems, 2021,Volume: 36,Issue: 1,Page: 402-414
Authors:  Qiu,Yiwei;  Lin,Jin;  Chen,Xiaoshuang;  Liu,Feng;  Song,Yonghua
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
Dynamic Uncertainty Quantification  Itô Process  Karhunen-loève Expansion  Polynomial Chaos  Stochastic Differential Equations  Stochastic Excitations  
Data Augmentation for Deep Learning-Based Radio Modulation Classification Journal article
IEEE Access, 2020,Volume: 8,Page: 1498-1506
Authors:  Huang,Liang;  Pan,Weijian;  Zhang,You;  Qian,Liping;  Gao,Nan;  Wu,Yuan
Favorite |  | TC[WOS]:6 TC[Scopus]:8 | Submit date:2021/03/11
Data augmentation  deep learning  modulation classification  wireless communication  
Preliminary Investigation of Auto-classification of Respiratory Trace Using Convolutional Neural Network for Adaptive Respiratory Gated Myocardial Perfusion SPECT Conference paper
2019 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2019
Authors:  Mok,Greta S.P.;  Zhang,Qi;  Sun,Jingzhang;  Zhang,Duo;  Pretorius,P. Hendrik;  King,Michael A.
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Convolutional Neural Network  Myocardial Perfusion  Respiratory gating  SPECT/CT  
Sparse EEG Source Localization Using LAPPS: Least Absolute l-P (0 Journal article
IEEE Transactions on Biomedical Engineering, 2019,Volume: 66,Issue: 7,Page: 1927-1939
Authors:  Bore,Joyce Chelangat;  Yi,Chanlin;  Li,Peiyang;  Li,Fali;  Harmah,Dennis Joe;  Si,Yajing;  Guo,Daqing;  Yao,Dezhong;  Wan,Feng;  Xu,Peng
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EEG inverse problem  ill-posed  outliers  sparse sources  visual oddball  
Adaptive Ship Course Following Control Based on Sufficiently Smooth Projection Operator Conference paper
Proceedings 2018 Chinese Automation Congress, CAC 2018
Authors:  Cao,Yuchi;  Li,Tieshan;  Chen,C. L.Philip;  Shan,Oihe;  Yu,Renhai
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auxiliary design system  Nussbaum function  projection operator  Ship course control  
A lung sound category recognition method based on wavelet decomposition and BP neural network Journal article
International Journal of Biological Sciences, 2019,Volume: 15,Issue: 1,Page: 195-207
Authors:  Shi Y.;  Li Y.;  Cai M.;  Zhang X.D.
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Bp Neural Network  Category Recognition  Linear Discriminant Analysis  Lung Sound  Wavelet De-noising  
Analyzing complexity and fractality of glucose dynamics in a pregnant woman with type 2 diabetes under treatment Journal article
International Journal of Biological Sciences, 2019,Volume: 15,Issue: 11,Page: 2373-2380
Authors:  Chen X.;  Wang D.;  Lin J.;  Zhang T.;  Deng S.;  Huang L.;  Jin Y.;  Chen C.;  Zhang Z.;  Zheng J.;  Sun B.;  Bogdan P.;  Zhang X.D.
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Complexity Analysis  Continuous Glucose Monitoring  Fractal Analysis  Multiscale Sample Entropy  Type 2 Diabetes With Pregnancy  
Body surface feature-based multi-modal Learning for Diabetes Mellitus detection Journal article
INFORMATION SCIENCES, 2019,Volume: 472,Page: 1-14
Authors:  Li, Jinxing;  Zhang, Bob;  Lu, Guangming;  You, Jane;  Zhang, David
Favorite |  | TC[WOS]:6 TC[Scopus]:9 | Submit date:2019/01/17
Diabetes mellitus  Multi-modal  Body surface feature  Gaussian process  
Robust signal recovery using the prolate spherical wave functions and maximum correntropy criterion Journal article
MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2018,Volume: 104,Page: 279-289
Authors:  Zou, Cuiming;  Kou, Kit Ian
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Robust signal recovery  Prolate spherical wave functions  Maximum correntropy criterion  Mean square error criterion  
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]:44 TC[Scopus]:54 | Submit date:2018/10/30
Analog Circuits  Deep Belief Network  Deep Learning  Diagnosis  Failure  Fault  Restricted Boltzmann Machines