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Data-driven Modeling of Car-Following Behavior on Freeways Considering Spatio-Time Effects: A Comparison of Different Neural Network Structures

Car-following behavior models based on conventional mathematical models cannot adequately reproduce traffic phenomena, such as traffic breakdown, capacity drop, and oscillations, and require parameter setting. Therefore, this study aims to construct a highly accurate car-following behavior model usi...

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Detalles Bibliográficos
Autores principales: Kinoshita, Masahiro, Shiomi, Yasuhiro
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9984741/
http://dx.doi.org/10.1007/s13177-022-00339-9