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

> Research article (Expert Systems with Applications, 2024) · cited 82× · AI/ML

**Wikidata**: [openalex:W4401807480](https://www.wikidata.org/wiki/openalex:W4401807480)  
**Source**: https://4ort.xyz/entity/novel-imbalanced-fault-diagnosis-method-based-on-generative-adversarial-networks-with-balancing-serial-cnn-and-transform