Graph neural network for traffic forecasting: A survey

• Published in: Expert systems with applications Vol. 207; p. 117921
• Main Authors: Jiang, Weiwei, Luo, Jiayun
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 30.11.2022
• Subjects: Deep learning; Graph attention network; Graph convolution network; Graph neural networks; Traffic forecasting; Deep learning; Graph neural networks; Traffic forecasting; Graph convolution network; Graph attention network

Traffic forecasting is important for the success of intelligent transportation systems. Deep learning models, including convolution neural networks and recurrent neural networks, have been extensively applied in traffic forecasting problems to model spatial and temporal dependencies. In recent years...