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Road traffic can be predicted by machine learning equally effectively as by complex microscopic model

Since high-quality real data acquired from selected road sections are not always available, a traffic control solution can use data from software traffic simulators working offline. The results show that in contrast to microscopic traffic simulation, the algorithms employing neural networks can work...

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Detalles Bibliográficos
Autores principales: Sroczyński, Andrzej, Czyżewski, Andrzej
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10477175/
https://www.ncbi.nlm.nih.gov/pubmed/37666950
http://dx.doi.org/10.1038/s41598-023-41902-y