# Unsupervised anomaly detection in time-series: An extensive evaluation and analysis of state-of-the-art methods

> Research article (Expert Systems with Applications, 2024) · cited 53× · AI/ML

**Wikidata**: [openalex:W4401155602](https://www.wikidata.org/wiki/openalex:W4401155602)  
**Source**: https://4ort.xyz/entity/unsupervised-anomaly-detection-in-time-series-an-extensive-evaluation-and-analysis-of-state-of-the-art-methods