Graph neural network for traffic forecasting: the research progress

• Main Authors: Jiang, Weiwei, Luo, Jiayun, He, Miao, Gu, Weixi
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Computer science and engineering; Traffic Forecasting; Graph Neural Network
• Online Access: https://hdl.handle.net/10356/169720
• Institution: Nanyang Technological University

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, sha...