# Experimental Validation of Machine Learning-Based Joint Failure Management and Quality of Transmission Estimation

> Research article (IEEE photonics journal, 2023) · cited 11× · AI/ML

**Wikidata**: [openalex:W4388740262](https://www.wikidata.org/wiki/openalex:W4388740262)  
**Source**: https://4ort.xyz/entity/experimental-validation-of-machine-learning-based-joint-failure-management-and-quality-of-transmission-estimation
