Prediction of Road Traffic Accidents on a Road in Portugal: A Multidisciplinary Approach Using Artificial Intelligence, Statistics, and Geographic Information Systems

Prediction of Road Traffic Accidents on a Road in Portugal: A Multidisciplinary Approach Using Artificial Intelligence, Statistics, and Geographic Information Systems

Road Traffic Accidents (RTA) cause human losses and irreparable physical and psychological damage to many of the victims. They also involve a very relevant economic dimension. It is urgent to improve the management of human and material resources for more effective prevention. This work makes an imp...

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Bibliographic Details
Main Authors: Paulo Infante, Gonçalo Jacinto, Daniel Santos, Pedro Nogueira, Anabela Afonso, Paulo Quaresma, Marcelo Silva, Vitor Nogueira, Leonor Rego, José Saias, Patrícia Góis, Paulo R. Manuel
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Information
Subjects:
imbalance data
machine learning algorithms
negative sampling
road traffic accidents
ROSE
Online Access:https://www.mdpi.com/2078-2489/14/4/238

Internet

https://www.mdpi.com/2078-2489/14/4/238

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