Evaluation of database balancing techniques for road accident severity classification employing Artificial Neural Network

An inherent feature of road accident databases is the imbalance between the number of observations associated with accidents with fatal and non-fatal victims of injuries concerning to accidents without victims. This particularity led to the adoption of corresponding balancing techniques, which can r...

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Bibliographic Details
Main Authors: Maria Lígia Chuerubim, Leonardo N. Ferreira, Alan D.B. Valejo, Bárbara Stolte Bezerra, Giuliano Sant'Anna Marotta, Irineu da Silva
Format: Article
Language:English
Published: Associação Nacional de Pesquisa e Ensino em Transportes (ANPET) 2020-12-01
Series:Transportes
Subjects:
Online Access:https://www.revistatransportes.org.br/anpet/article/view/2271