# A hybrid deep learning model with 1DCNN-LSTM-Attention networks for short-term traffic flow prediction

> Research article (Physica A Statistical Mechanics and its Applications, 2021) · cited 231× · AI/ML

**Wikidata**: [openalex:W3185889262](https://www.wikidata.org/wiki/openalex:W3185889262)  
**Source**: https://4ort.xyz/entity/a-hybrid-deep-learning-model-with-1dcnn-lstm-attention-networks-for-short-term-traffic-flow-prediction