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- W4323314209 endingPage "100" @default.
- W4323314209 startingPage "100" @default.
- W4323314209 abstract "Traffic forecasting has been regarded as the basis for many intelligent transportation system (ITS) applications, including but not limited to trip planning, road traffic control, and vehicle routing. Various forecasting methods have been proposed in the literature, including statistical models, shallow machine learning models, and deep learning models. Recently, graph neural networks (GNNs) have emerged as state-of-the-art traffic forecasting solutions because they are well suited for traffic systems with graph structures. This survey aims to introduce the research progress on graph neural networks for traffic forecasting and the research trends observed from the most recent studies. Furthermore, this survey summarizes the latest open-source datasets and code resources for sharing with the research community. Finally, research challenges and opportunities are proposed to inspire follow-up research." @default.
- W4323314209 created "2023-03-07" @default.
- W4323314209 creator A5011064187 @default.
- W4323314209 creator A5048010881 @default.
- W4323314209 creator A5054536028 @default.
- W4323314209 creator A5077021604 @default.
- W4323314209 date "2023-02-27" @default.
- W4323314209 modified "2023-10-18" @default.
- W4323314209 title "Graph Neural Network for Traffic Forecasting: The Research Progress" @default.
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