# Machine learning as an early warning system to predict financial crisis

> Research article (International Review of Financial Analysis, 2020) · cited 154× · AI/ML

**Wikidata**: [openalex:W3027003065](https://www.wikidata.org/wiki/openalex:W3027003065)  
**Source**: https://4ort.xyz/entity/machine-learning-as-an-early-warning-system-to-predict-financial-crisis
