# Deep learning fault diagnosis method based on global optimization GAN for unbalanced data

> Research article (Knowledge-Based Systems, 2019) · cited 562× · AI/ML

**Wikidata**: [openalex:W2961333734](https://www.wikidata.org/wiki/openalex:W2961333734)  
**Source**: https://4ort.xyz/entity/deep-learning-fault-diagnosis-method-based-on-global-optimization-gan-for-unbalanced-data