The emerging graph neural networks for intelligent fault diagnostics and prognostics: A guideline and a benchmark study T Li, Z Zhou, S Li, C Sun, R Yan, X Chen Mechanical Systems and Signal Processing 168, 108653, 2022 | 166 | 2022 |
Explainable graph wavelet denoising network for intelligent fault diagnosis T Li, C Sun, S Li, Z Wang, X Chen, R Yan IEEE Transactions on Neural Networks and Learning Systems, 2022 | 33 | 2022 |
Multilayer Grad-CAM: An effective tool towards explainable deep neural networks for intelligent fault diagnosis S Li, T Li, C Sun, R Yan, X Chen Journal of Manufacturing Systems 69, 20-30, 2023 | 9 | 2023 |
WPConvNet: An interpretable wavelet packet kernel-constrained convolutional network for noise-robust fault diagnosis S Li, T Li, C Sun, X Chen, R Yan IEEE Transactions on Neural Networks and Learning Systems, 2023 | 9 | 2023 |