# Data augmentation to improve performance of neural networks for failure management in optical networks

> Research article (Journal of Optical Communications and Networking, 2022) · cited 27× · AI/ML

**Wikidata**: [openalex:W4313397486](https://www.wikidata.org/wiki/openalex:W4313397486)  
**Source**: https://4ort.xyz/entity/data-augmentation-to-improve-performance-of-neural-networks-for-failure-management-in-optical-networks