# Cause-aware failure detection using an interpretable XGBoost for optical networks

> Research article (Optics Express, 2021) · cited 60× · AI/ML

**Wikidata**: [openalex:W3197585773](https://www.wikidata.org/wiki/openalex:W3197585773)  
**Source**: https://4ort.xyz/entity/cause-aware-failure-detection-using-an-interpretable-xgboost-for-optical-networks