# Risk prediction and early warning for air traffic controllers’ unsafe acts using association rule mining and random forest

> Research article (Safety Science, 2020) · cited 99× · AI/ML

**Wikidata**: [openalex:W3113552720](https://www.wikidata.org/wiki/openalex:W3113552720)  
**Source**: https://4ort.xyz/entity/risk-prediction-and-early-warning-for-air-traffic-controllers-unsafe-acts-using-association-rule-mining-and-random-fores