# Enhanced data-driven fault diagnosis for machines with small and unbalanced data based on variational auto-encoder

> Research article (Measurement Science and Technology, 2019) · cited 134× · AI/ML

**Wikidata**: [openalex:W2983088808](https://www.wikidata.org/wiki/openalex:W2983088808)  
**Source**: https://4ort.xyz/entity/enhanced-data-driven-fault-diagnosis-for-machines-with-small-and-unbalanced-data-based-on-variational-auto-encoder