# STAD-GAN: Unsupervised Anomaly Detection on Multivariate Time Series with Self-training Generative Adversarial Networks

> Research article (ACM Transactions on Knowledge Discovery from Data, 2022) · cited 49× · AI/ML

**Wikidata**: [openalex:W4309765030](https://www.wikidata.org/wiki/openalex:W4309765030)  
**Source**: https://4ort.xyz/entity/stad-gan-unsupervised-anomaly-detection-on-multivariate-time-series-with-self-training-generative-adversarial-networks