| Dual-threshold attention-guided GAN and limited infrared thermal images for rotating machinery fault diagnosis under speed fluctuation H Shao, W Li, B Cai, J Wan, Y Xiao, S Yan IEEE Transactions on Industrial Informatics 19 (9), 9933-9942, 2023 | 193 | 2023 |
| Collaborative fault diagnosis of rotating machinery via dual adversarial guided unsupervised multi-domain adaptation network X Chen, H Shao, Y Xiao, S Yan, B Cai, B Liu Mechanical Systems and Signal Processing 198, 110427, 2023 | 158 | 2023 |
| Hybrid robust convolutional autoencoder for unsupervised anomaly detection of machine tools under noises S Yan, H Shao, Y Xiao, B Liu, J Wan Robotics and Computer-Integrated Manufacturing 79, 102441, 2023 | 157 | 2023 |
| LiConvFormer: A lightweight fault diagnosis framework using separable multiscale convolution and broadcast self-attention S Yan, H Shao, J Wang, X Zheng, B Liu Expert Systems with Applications 237, 121338, 2024 | 130 | 2024 |
| Bayesian variational transformer: A generalizable model for rotating machinery fault diagnosis Y Xiao, H Shao, J Wang, S Yan, B Liu Mechanical Systems and Signal Processing 207, 110936, 2024 | 126 | 2024 |
| FGDAE: A new machinery anomaly detection method towards complex operating conditions S Yan, H Shao, Z Min, J Peng, B Cai, B Liu Reliability Engineering & System Safety 236, 109319, 2023 | 120 | 2023 |
| Cross-domain fault diagnosis of bearing using improved semi-supervised meta-learning towards interference of out-of-distribution samples J Lin, H Shao, Z Min, J Luo, Y Xiao, S Yan, J Zhou Knowledge-Based Systems 252, 109493, 2022 | 52 | 2022 |
| Digital twin-assisted imbalanced fault diagnosis framework using subdomain adaptive mechanism and margin-aware regularization S Yan, X Zhong, H Shao, Y Ming, C Liu, B Liu Reliability Engineering & System Safety 239, 109522, 2023 | 47 | 2023 |
| Semi-supervised fault diagnosis of machinery using LPS-DGAT under speed fluctuation and extremely low labeled rates S Yan, H Shao, Y Xiao, J Zhou, Y Xu, J Wan Advanced Engineering Informatics 53, 101648, 2022 | 46 | 2022 |
| C-ECAFormer: A new lightweight fault diagnosis framework towards heavy noise and small samples J Wang, H Shao, S Yan, B Liu Engineering Applications of Artificial Intelligence 126, 107031, 2023 | 35 | 2023 |
| Few-shot class-incremental learning for system-level fault diagnosis of wind turbine S Yan, H Shao, X Wang, J Wang IEEE/ASME Transactions on Mechatronics, 2024 | 11 | 2024 |
| Semi-supervised bearing fault diagnosis using improved graph attention network under time-varying speeds H SHAO, S YAN, Y XIAO, Y LIU 电子与信息学报 45 (5), 1550-1558, 2023 | 6 | 2023 |
| Multiscale information enhanced spatial-temporal graph convolutional network for multivariate traffic flow forecasting via magnifying perceptual scope X Zheng, H Shao, S Yan, Y Xiao, B Liu Engineering Applications of Artificial Intelligence 136, 109010, 2024 | 5 | 2024 |
| Domain generalization for rotating machinery fault diagnosis: A survey Y Xiao, H Shao, S Yan, J Wang, Y Peng, B Liu Advanced Engineering Informatics 64, 103063, 2025 | 2 | 2025 |
| Transfer graph feature alignment guided multi-source domain adaptation network for machinery fault diagnosis Z Liu, X Zhong, H Shao, S Yan, B Liu Knowledge-Based Systems 305, 112606, 2024 | 1 | 2024 |
| A systematic review on interpretability research of intelligent fault diagnosis models Y Peng, H Shao, S Yan, J Wang, Y Xiao, B Liu Measurement Science and Technology, 2024 | | 2024 |
Haidong ShaoAssociate Professor, College of Mechanical and Vehicle Engineering, Hunan University,Email được xác minh tại hnu.edu.cn