# Soft Failure Identification for Long-haul Optical Communication Systems Based on One-dimensional Convolutional Neural Network

> Research article (Journal of Lightwave Technology, 2020) · cited 49× · AI/ML

**Wikidata**: [openalex:W3019955194](https://www.wikidata.org/wiki/openalex:W3019955194)  
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