# Challenges and opportunities in traffic flow prediction:  review of machine learning and deep learning perspectives

> Research article (Data & Metadata, 2024) · cited 22× · AI/ML

**Wikidata**: [openalex:W4400184122](https://www.wikidata.org/wiki/openalex:W4400184122)  
**Source**: https://4ort.xyz/entity/challenges-and-opportunities-in-traffic-flow-prediction-review-of-machine-learning-and-deep-learning-perspectives
