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Cheng Cheng
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An interpretable mortality prediction model for COVID-19 patients
L Yan, HT Zhang, J Goncalves, Y Xiao, M Wang, Y Guo, C Sun, X Tang, ...
Nature machine intelligence 2 (5), 283-288, 2020
10412020
Remaining useful life prediction of lithium-ion batteries with adaptive unscented kalman filter and optimized support vector regression
Z Xue, Y Zhang, C Cheng, G Ma
Neurocomputing 376, 95-102, 2020
3782020
Remaining useful life prediction of lithium-ion batteries based on false nearest neighbors and a hybrid neural network
G Ma, Y Zhang, C Cheng, B Zhou, P Hu, Y Yuan
Applied Energy 253, 113626, 2019
3092019
Wasserstein distance based deep adversarial transfer learning for intelligent fault diagnosis with unlabeled or insufficient labeled data
C Cheng, B Zhou, G Ma, D Wu, Y Yuan
Neurocomputing 409, 35-45, 2020
2642020
A GAN-Based Anomaly Detection Approach for Imbalanced Industrial Time Series
W Jiang, Y Hong, B Zhou, X He, C Cheng
IEEE Access 7, 143608-143619, 2019
209*2019
A deep learning-based remaining useful life prediction approach for bearings
C Cheng, G Ma, Y Zhang, M Sun, F Teng, H Ding, Y Yuan
IEEE/ASME Transactions on Mechatronics 25 (3), 1243-1254, 2020
2002020
Automatic multilabel electrocardiogram diagnosis of heart rhythm or conduction abnormalities with deep learning: a cohort study
H Zhu, C Cheng, H Yin, X Li, P Zuo, J Ding, F Lin, J Wang, B Zhou, Y Li, ...
The Lancet Digital Health 2 (7), e348-e357, 2020
1722020
A general end-to-end diagnosis framework for manufacturing systems
Y Yuan, G Ma, C Cheng, B Zhou, H Zhao, HT Zhang, H Ding
National Science Review 7 (2), 418-429, 2020
1552020
A recurrent neural network approach for remaining useful life prediction utilizing a novel trend features construction method
S Zhao, Y Zhang, S Wang, B Zhou, C Cheng
Measurement 146, 279-288, 2019
1532019
Real-time personalized health status prediction of lithium-ion batteries using deep transfer learning
G Ma, S Xu, B Jiang, C Cheng, X Yang, Y Shen, T Yang, Y Huang, H Ding, ...
Energy & Environmental Science 15 (10), 4083-4094, 2022
1132022
Degradation assessment of bearings with trend-reconstruct-based features selection and gated recurrent unit network
L Xiao, Z Liu, Y Zhang, Y Zheng, C Cheng
Measurement 165, 108064, 2020
932020
Data Fusion Generative Adversarial Network for Multi-Class Imbalanced Fault Diagnosis of Rotating Machinery
Q Liu, G Ma, C Cheng
IEEE Access 8, 70111-70124, 2020
542020
Homecare-Oriented ECG Diagnosis With Large-Scale Deep Neural Network for Continuous Monitoring on Embedded Devices
S Ran, X Yang, M Liu, Y Zhang, C Cheng, H Zhu, Y Yuan
IEEE Transactions on Instrumentation and Measurement 71, 1-13, 2022
452022
Fault detection of lithium-ion battery packs with a graph-based method
G Ma, S Xu, C Cheng
Journal of Energy Storage 43, 103209, 2021
442021
Imputation of missing data from offshore wind farms using spatio-temporal correlation and feature correlation
C Sun, Y Chen, C Cheng
Energy 229, 120777, 2021
432021
Diagnosis of arrhythmias with few abnormal ECG samples using metric-based meta learning
Z Liu, Y Chen, Y Zhang, S Ran, C Cheng, G Yang
Computers in Biology and Medicine 153, 106465, 2023
402023
Remaining useful life prediction of lithium-ion battery based on attention mechanism with positional encoding
B Zhou, C Cheng, G Ma, Y Zhang
IOP Conference Series: Materials Science and Engineering 895 (1), 012006, 2020
332020
A Koopman operator approach for machinery health monitoring and prediction with noisy and low-dimensional industrial time series
C Cheng, J Ding, Y Zhang
Neurocomputing 406, 204-214, 2020
292020
Data-driven discovery of stochastic differential equations
Y Wang, H Fang, J Jin, G Ma, X He, X Dai, Z Yue, C Cheng, HT Zhang, ...
Engineering 17, 244-252, 2022
282022
A semi-supervised learning approach for COVID-19 detection from chest CT scans
Y Zhang, L Su, Z Liu, W Tan, Y Jiang, C Cheng
Neurocomputing 503, 314-324, 2022
242022
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