# Deep Learning for Anomaly Detection in Time-Series Data: Review, Analysis, and Guidelines

> Research article (IEEE Access, 2021) · cited 535× · AI/ML

**Wikidata**: [openalex:W3198381997](https://www.wikidata.org/wiki/openalex:W3198381997)  
**Source**: https://4ort.xyz/entity/deep-learning-for-anomaly-detection-in-time-series-data-review-analysis-and-guidelines