# Semi-supervised and unsupervised anomaly detection by mining numerical workflow relations from system logs

> Research article (Automated Software Engineering, 2022) · cited 17× · AI/ML

**Wikidata**: [openalex:W4311299599](https://www.wikidata.org/wiki/openalex:W4311299599)  
**Source**: https://4ort.xyz/entity/semi-supervised-and-unsupervised-anomaly-detection-by-mining-numerical-workflow-relations-from-system-logs