# Dirty-data-based alarm prediction in self-optimizing large-scale optical networks

> Research article (Optics Express, 2019) · cited 15× · AI/ML

**Wikidata**: [openalex:W2932702699](https://www.wikidata.org/wiki/openalex:W2932702699)  
**Source**: https://4ort.xyz/entity/dirty-data-based-alarm-prediction-in-self-optimizing-large-scale-optical-networks