| Deep transfer learning based on sparse autoencoder for remaining useful life prediction of tool in manufacturing C Sun, M Ma, Z Zhao, S Tian, R Yan, X Chen IEEE Transactions on Industrial Informatics 15 (4), 2416-2425, 2018 | 505 | 2018 |
| Deep learning algorithms for rotating machinery intelligent diagnosis: An open source benchmark study Z Zhao, T Li, J Wu, C Sun, S Wang, R Yan, X Chen ISA transactions 107, 224-255, 2020 | 490 | 2020 |
| Applications of unsupervised deep transfer learning to intelligent fault diagnosis: a survey and comparative study Z Zhao, Q Zhang, X Yu, C Sun, S Wang, R Yan, X Chen IEEE Transactions on Instrumentation and Measurement 70 (3525828), 2021 | 445 | 2021 |
| WaveletKernelNet: An interpretable deep neural network for industrial intelligent diagnosis T Li, Z Zhao, C Sun, L Cheng, X Chen, R Yan, RX Gao IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2021 | 388 | 2021 |
| Multireceptive field graph convolutional networks for machine fault diagnosis T Li, Z Zhao, C Sun, R Yan, X Chen IEEE Transactions on Industrial Electronics 68 (12), 12739-12749, 2020 | 275 | 2020 |
| Few-shot transfer learning for intelligent fault diagnosis of machine J Wu, Z Zhao, C Sun, R Yan, X Chen Measurement 166, 108202, 2020 | 271 | 2020 |
| Domain Adversarial Graph Convolutional Network for Fault Diagnosis Under Variable Working Conditions T Li, Z Zhao, C Sun, R Yan, X Chen IEEE Transactions on Instrumentation and Measurement 70, 1-10, 2021 | 242 | 2021 |
| Enhanced sparse period-group lasso for bearing fault diagnosis Z Zhao, S Wu, B Qiao, S Wang, X Chen IEEE Transactions on Industrial Electronics 66 (3), 2143-2153, 2019 | 207 | 2019 |
| Sparse deep stacking network for fault diagnosis of motor C Sun, M Ma, Z Zhao, X Chen IEEE Transactions on Industrial Informatics 14 (7), 3261-3270, 2018 | 201 | 2018 |
| Matching synchrosqueezing wavelet transform and application to aeroengine vibration monitoring S Wang, X Chen, C Tong, Z Zhao IEEE Transactions on Instrumentation and Measurement 66 (2), 360-372, 2016 | 175 | 2016 |
| Hierarchical attention graph convolutional network to fuse multi-sensor signals for remaining useful life prediction T Li, Z Zhao, C Sun, R Yan, X Chen Reliability Engineering & System Safety 215, 107878, 2021 | 150 | 2021 |
| Deep-Learning-Based Open Set Fault Diagnosis by Extreme Value Theory X Yu, Z Zhao, X Zhang, Q Zhang, Y Liu, C Sun, X Chen IEEE Transactions on Industrial Informatics 18 (1), 185-196, 2021 | 148 | 2021 |
| Challenges and opportunities of AI-enabled monitoring, diagnosis & prognosis: A review Z Zhao, J Wu, T Li, C Sun, R Yan, X Chen Chinese Journal of Mechanical Engineering 34 (1), 56, 2021 | 139 | 2021 |
| Interpreting network knowledge with attention mechanism for bearing fault diagnosis Z Yang, J Zhang, Z Zhao, Z Zhai, X Chen Applied Soft Computing 97, 106829, 2020 | 138 | 2020 |
| Fault-attention generative probabilistic adversarial autoencoder for machine anomaly detection J Wu, Z Zhao, C Sun, R Yan, X Chen IEEE Transactions on Industrial Informatics 16 (12), 7479-7488, 2020 | 123 | 2020 |
| Wavelet transform for rotary machine fault diagnosis: 10 years revisited R Yan, Z Shang, H Xu, J Wen, Z Zhao, X Chen, RX Gao Mechanical Systems and Signal Processing 200, 110545, 2023 | 111 | 2023 |
| Conditional Adversarial Domain Adaptation With Discrimination Embedding for Locomotive Fault Diagnosis X Yu, Z Zhao, X Zhang, C Sun, B Gong, R Yan, X Chen IEEE Transactions on Instrumentation and Measurement 70, 1-12, 2020 | 94 | 2020 |
| Model-driven deep unrolling: Towards interpretable deep learning against noise attacks for intelligent fault diagnosis Z Zhao, T Li, B An, S Wang, B Ding, R Yan, X Chen ISA transactions 129, 644-662, 2022 | 86 | 2022 |
| The discerning eye of computer vision: Can it measure Parkinson's finger tap bradykinesia? S Williams, Z Zhao, A Hafeez, DC Wong, SD Relton, H Fang, JE Alty Journal of the Neurological Sciences 416, 117003, 2020 | 85 | 2020 |
| A weighted multi-scale dictionary learning model and its applications on bearing fault diagnosis Z Zhao, B Qiao, S Wang, Z Shen, X Chen Journal of Sound and Vibration 446, 429-452, 2019 | 80 | 2019 |
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