# Learning From the Optical Spectrum: Failure Detection and Identification

> Research article (Journal of Lightwave Technology, 2018) · cited 111× · AI/ML

**Wikidata**: [openalex:W2918707194](https://www.wikidata.org/wiki/openalex:W2918707194)  
**Source**: https://4ort.xyz/entity/learning-from-the-optical-spectrum-failure-detection-and-identification