| Intelligent fault diagnosis of machines with small & imbalanced data: A state-of-the-art review and possible extensions T Zhang, J Chen, F Li, K Zhang, H Lv, S He, E Xu ISA transactions 119, 152-171, 2022 | 365 | 2022 |
| A compact convolutional neural network augmented with multiscale feature extraction of acquired monitoring data for mechanical intelligent fault diagnosis K Zhang, J Chen, T Zhang, Z Zhou Journal of Manufacturing Systems 55, 273-284, 2020 | 90 | 2020 |
| End to end multi-task learning with attention for multi-objective fault diagnosis under small sample Z Xie, J Chen, Y Feng, K Zhang, Z Zhou Journal of Manufacturing Systems 62, 301-316, 2022 | 73 | 2022 |
| Intelligent fault diagnosis of mechanical equipment under varying working condition via iterative matching network augmented with selective Signal reuse strategy K Zhang, J Chen, T Zhang, S He, T Pan, Z Zhou Journal of Manufacturing Systems 57, 400-415, 2020 | 60 | 2020 |
| Triplet metric driven multi-head GNN augmented with decoupling adversarial learning for intelligent fault diagnosis of machines under varying working condition K Zhang, J Chen, S He, F Li, Y Feng, Z Zhou Journal of Manufacturing Systems 62, 1-16, 2022 | 38 | 2022 |
| Differentiable neural architecture search augmented with pruning and multi-objective optimization for time-efficient intelligent fault diagnosis of machinery K Zhang, J Chen, S He, E Xu, F Li, Z Zhou Mechanical Systems and Signal Processing 158, 107773, 2021 | 37 | 2021 |
| Imbalance fault diagnosis under long-tailed distribution: Challenges, solutions and prospects Z Chen, J Chen, Y Feng, S Liu, T Zhang, K Zhang, W Xiao Knowledge-Based Systems 258, 110008, 2022 | 32 | 2022 |
| A multi-module generative adversarial network augmented with adaptive decoupling strategy for intelligent fault diagnosis of machines with small sample K Zhang, Q Chen, J Chen, S He, F Li, Z Zhou Knowledge-Based Systems 239, 107980, 2022 | 31 | 2022 |
| Cross-domain intelligent bearing fault diagnosis under class imbalanced samples via transfer residual network augmented with explicit weight self-assignment strategy based on … X Liu, J Chen, K Zhang, S Liu, S He, Z Zhou Knowledge-Based Systems 251, 109272, 2022 | 26 | 2022 |
