Spatial-temporal uncertainty-aware graph networks for promoting accuracy and reliability of traffic forecastin

Xiyuan Jin, Jing Wang, Shengnan Guo, Tonglong Wei, Yiji Zhao, Youfang Lin, Huaiyu Wan

Abstract: Highlights•A spatial–temporal traffic forecasting method considering uncertainty is proposed.•Discovering the relationship between traffic data and factors of uncertainty.•Balancing the accuracy and reliability on traffic forecasting.