Yage Yuan

Novel imbalanced fault diagnosis method based on generative adversarial networks with balancing serial CNN and Transformer (BCTGAN)

Hualin Chen, Jianan Wei, Haisong Huang et al. · Expert Systems with Applications · 2024 · 64 citations

Fault Diagnosis, Serial Cnn, Engineering +9

Review of resampling techniques for the treatment of imbalanced industrial data classification in equipment condition monitoring

Yage Yuan, Jianan Wei, Haisong Huang et al. · Engineering Applications of Artificial Intelligence · 2023 · 61 citations

Data Classification, Condition Monitoring, Equipment Condition Monitoring +15

IMWMOTE: A novel oversampling technique for fault diagnosis in heterogeneous imbalanced data

Jiaxin Wang, Jianan Wei, Haisong Huang et al. · Expert Systems with Applications · 2024 · 31 citations

Fault Diagnosis, Engineering, Data Science +8

Novel imbalanced multi-class fault diagnosis method using transfer learning and oversampling strategies-based multi-layer support vector machines (ML-SVMs)

Jianan Wei, Hualin Chen, Yage Yuan et al. · Applied Soft Computing · 2024 · 28 citations

Fault Diagnosis, Engineering, Machine Learning +9

Novel extended NI-MWMOTE-based fault diagnosis method for data-limited and noise-imbalanced scenarios

Jianan Wei, Jiaxin Wang, Haisong Huang et al. · Expert Systems with Applications · 2023 · 25 citations · Full text