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Comparison of Statistical and Machine Learning Models on Road Traffic Accident ...

infante, paulo; Jacinto, Gonçalo; Afonso, Anabela; Rego, Leonor; Nogueira, Vitor; Quaresma, Paulo; Saias, José; Santos, Daniel; Nogueira, Pedro

Portugal has the sixth highest road fatality rate among European Union members. This is a problem of different dimensions with serious consequences in people’s lives. This study analyses daily data from police and government authorities on road traffic accidents that occurred between 2016 and 2019 in a district of Portugal. This paper looks for the determinants that contribute to the existence of victims in roa...


Some determinants for road accidents severity in the district of Setúbal

Infante, Paulo; Afonso, Anabela; Jacinto, Gonçalo; Rego, Leonor; Nogueira, Pedro; Silva, Marcelo; Nogueira, Vitor; Saias, José; Quaresma, Paulo

In Portugal, the district of Setúbal is among those with the higher number of road accidents with fatal injuries but with fewer accidents. This work analyzes data from road accidents that occurred in the area under the jurisdiction of the Territorial Command of Setúbal, belonging to the Guarda Nacional Republicana, the Portuguese Gendarmerie. A spatial analysis of the accidents was carried out, using the Getis–...


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