# Appraising Machine and Deep Learning Techniques for Traffic Conflict Prediction with Class Imbalance

> Research article (Data Science for Transportation, 2023) · cited 15× · AI/ML

**Wikidata**: [openalex:W4362667292](https://www.wikidata.org/wiki/openalex:W4362667292)  
**Source**: https://4ort.xyz/entity/appraising-machine-and-deep-learning-techniques-for-traffic-conflict-prediction-with-class-imbalance