# Variational transformer-based anomaly detection approach for multivariate time series

> Research article (Measurement, 2022) · cited 147× · AI/ML

**Wikidata**: [openalex:W4210263262](https://www.wikidata.org/wiki/openalex:W4210263262)  
**Source**: https://4ort.xyz/entity/variational-transformer-based-anomaly-detection-approach-for-multivariate-time-series