Models for forecasting the traffic flow within the city of Ljubljana

Models for forecasting the traffic flow within the city of Ljubljana

Abstract Efficient traffic management is essential in modern urban areas. The development of intelligent traffic flow prediction systems can help to reduce travel times and maximize road capacity utilization. However, accurately modeling complex spatiotemporal dependencies can be a difficult task, e...

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Bibliographic Details
Main Authors: Gašper Petelin, Rok Hribar, Gregor Papa
Format: Article
Language:English
Published: SpringerOpen 2023-09-01
Series:European Transport Research Review
Subjects:
Traffic modeling
Time-series forecasting
Traffic-count data set
Machine learning
Model comparison
Online Access:https://doi.org/10.1186/s12544-023-00600-6

Internet

https://doi.org/10.1186/s12544-023-00600-6

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