Artificial neural networks (ANN) are applied in this research for the analysis of variables that could influence the occurrence of traffic accidents on mountain roads. The model was developed through Artificial Neural Networks (RNA), and its efficiency was evaluated for the prediction of traffic accidents considering variables as radio of curvature and track slopes. RNA performance was evaluated by applying the Nash-Sutcliffe efficiency and the mean quadratic mistake. The results of the research showed a low performance of the RNA in the prediction of accidents according to the selected variables, which suggests that accidents do not appear to be due to track geometry, but to other elements such as speeding or driver’s sleight of hand. Howe...
O desenvolvimento tecnológico tem gerado grandes bases de dados com potencial para fornecer informaç...
Road traffic crashes is an impactful problem in nowadays society, causing significant life and prope...
The representative extension of the unpaved roads in Ceará and in Brazil and their relevance for the...
La Secretaria de Comunicaciones y Transportes (SCT) en promedio reporta 32.5 accidentes diarios en l...
Identificando la necesidad de promover mecanismos que permitan caracterizar y plantear soluciones té...
Shows a synthesis of artificial neural networks (ANN), with emphasis on a network architecture devel...
Actas de: XIV Congreso Iberoamericano de Ingeniería Mecánica (CIBIM 2019), 12-15 noviembre 2019, Car...
Los problemas de tráfico son cada vez más frecuentes debido al gran desarrollo tecnológico de la hum...
Trabajo presentado en: R-Evolucionando el transporte, XIV Congreso de Ingeniería del Transporte (CIT...
La determinación de la causa de los accidentes de tránsito tiene una gran utilidad para comprender l...
Nesta tese é apresentada uma investigação de possibilidades em Inteligência Artificial na detecção d...
This paper shows the development of a traffic model based on neural networks. Traf c data used in tr...
The objective of the present work is to realize predictions of the typeof change peso-dollar being u...
In this article, the modeling of three neural networks, MLP, RBF and PNN is developed and studied. T...
Aquest treball comença a partir de l'ambició d'aprofundir el coneixement sobre Python i el camp del ...
O desenvolvimento tecnológico tem gerado grandes bases de dados com potencial para fornecer informaç...
Road traffic crashes is an impactful problem in nowadays society, causing significant life and prope...
The representative extension of the unpaved roads in Ceará and in Brazil and their relevance for the...
La Secretaria de Comunicaciones y Transportes (SCT) en promedio reporta 32.5 accidentes diarios en l...
Identificando la necesidad de promover mecanismos que permitan caracterizar y plantear soluciones té...
Shows a synthesis of artificial neural networks (ANN), with emphasis on a network architecture devel...
Actas de: XIV Congreso Iberoamericano de Ingeniería Mecánica (CIBIM 2019), 12-15 noviembre 2019, Car...
Los problemas de tráfico son cada vez más frecuentes debido al gran desarrollo tecnológico de la hum...
Trabajo presentado en: R-Evolucionando el transporte, XIV Congreso de Ingeniería del Transporte (CIT...
La determinación de la causa de los accidentes de tránsito tiene una gran utilidad para comprender l...
Nesta tese é apresentada uma investigação de possibilidades em Inteligência Artificial na detecção d...
This paper shows the development of a traffic model based on neural networks. Traf c data used in tr...
The objective of the present work is to realize predictions of the typeof change peso-dollar being u...
In this article, the modeling of three neural networks, MLP, RBF and PNN is developed and studied. T...
Aquest treball comença a partir de l'ambició d'aprofundir el coneixement sobre Python i el camp del ...
O desenvolvimento tecnológico tem gerado grandes bases de dados com potencial para fornecer informaç...
Road traffic crashes is an impactful problem in nowadays society, causing significant life and prope...
The representative extension of the unpaved roads in Ceará and in Brazil and their relevance for the...