# A hybrid approach for modeling bicycle crash frequencies: Integrating random forest based SHAP model with random parameter negative binomial regression model

> Research article (Accident Analysis & Prevention, 2024) · cited 34× · AI/ML

**Wikidata**: [openalex:W4402620340](https://www.wikidata.org/wiki/openalex:W4402620340)  
**Source**: https://4ort.xyz/entity/a-hybrid-approach-for-modeling-bicycle-crash-frequencies-integrating-random-forest-based-shap-model-with-random-paramete