# Unsupervised Anomaly Detection in Multivariate Time Series through Transformer-based Variational Autoencoder

> Research article (2021 33rd Chinese Control and Decision Conference (CCDC), 2021) · cited 33× · AI/ML

**Wikidata**: [openalex:W3216549012](https://www.wikidata.org/wiki/openalex:W3216549012)  
**Source**: https://4ort.xyz/entity/unsupervised-anomaly-detection-in-multivariate-time-series-through-transformer-based-variational-autoencoder