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Roadway traffic crash prediction using a state-space model based support vector regression approach

Conventional traffic crash analyzing methods focus on identifying the relationship between traffic crash outcomes and impact risk factors and explaining the effects of risk factors, which ignore the changes of roadway systems and can lead to inaccurate results in traffic crash predictions. To addres...

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Detalles Bibliográficos
Autores principales: Dong, Chunjiao, Xie, Kun, Sun, Xubin, Lyu, Miaomiao, Yue, Hao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6450638/
https://www.ncbi.nlm.nih.gov/pubmed/30951535
http://dx.doi.org/10.1371/journal.pone.0214866