Artículos, Informes y presentaciones en Congresos
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Examinando Artículos, Informes y presentaciones en Congresos por Autor "Cabello, Enrique"
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Acceso Abierto Combination and Selection of Traffic Safety Expert Judgments for the Prevention of Driving Risks(2012) Cabello, Enrique; Conde, Cristina; de Diego, Isaac Martín; Moguerza, Javier M.; Redchuk, AndrésIn this paper, we describe a new framework to combine experts’ judgments forthe prevention of driving risks in a cabin truck. In addition, the methodology shows how tochoose among the experts the one whose predictions fit best the environmental conditions.The methodology is applied over data sets obtained from a high immersive cabin trucksimulator in natural driving conditions. A nonparametric model, based in NearestNeighbors combined with Restricted Least Squared methods is developed. Three expertswere asked to evaluate the driving risk using a Visual Analog Scale (VAS), in order tomeasure the driving risk in a truck simulator where the vehicle dynamics factors werestored. Numerical results show that the methodology is suitable for embedding in real timesystems.