# A two-stage adversarial Transformer based approach for multivariate industrial time series anomaly detection

> Research article (Applied Intelligence, 2024) · cited 16× · AI/ML

**Wikidata**: [openalex:W4393118497](https://www.wikidata.org/wiki/openalex:W4393118497)  
**Source**: https://4ort.xyz/entity/a-two-stage-adversarial-transformer-based-approach-for-multivariate-industrial-time-series-anomaly-detection