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Application of Machine Learning to Child Mode Choice with a Novel Technique to Optimize Hyperparameters

Travel mode choice (TMC) prediction is crucial for transportation planning. Most previous studies have focused on TMC in adults, whereas predicting TMC in children has received less attention. On the other hand, previous children’s TMC prediction studies have generally focused on home-to-school TMC....

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Detalles Bibliográficos
Autores principales: Naseri, Hamed, Waygood, Edward Owen Douglas, Wang, Bobin, Patterson, Zachary
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9779602/
https://www.ncbi.nlm.nih.gov/pubmed/36554720
http://dx.doi.org/10.3390/ijerph192416844