# A multi-head attention-based transformer model for traffic flow forecasting with a comparative analysis to recurrent neural networks

> Research article (Expert Systems with Applications, 2022) · cited 273× · AI/ML

**Wikidata**: [openalex:W4224211827](https://www.wikidata.org/wiki/openalex:W4224211827)  
**Source**: https://4ort.xyz/entity/a-multi-head-attention-based-transformer-model-for-traffic-flow-forecasting-with-a-comparative-analysis-to-recurrent-neu