Traffic speed prediction using GARCH-GRU hybrid model.

• Main Authors: Ali, Muhammad, Mohamad Yusof, Kamaludin, Wilson, Benjamin, Ziegelmueller, Carina
• Format: Article
• Published: John Wiley and Sons Inc. 2023
• Subjects: TK Electrical engineering. Electronics Nuclear engineering; TK7885-7895 Computer engineer. Computer hardware
• Online Access: http://eprints.utm.my/104957/; http://dx.doi.org/10.1049/itr2.12411

Traffic speed prediction is an integral part of an intelligent transportation system (ITS) because an advanced knowledge of traffic speed can help taking proactive preventive steps to avoid impending problems and it can also help in trip planning. Traffic speed data comprises a time series that may...