# Protection against failure of machine-learning-based QoT prediction

> Research article (Journal of Optical Communications and Networking, 2022) · cited 13× · AI/ML

**Wikidata**: [openalex:W4298028255](https://www.wikidata.org/wiki/openalex:W4298028255)  
**Source**: https://4ort.xyz/entity/protection-against-failure-of-machine-learning-based-qot-prediction