Abellán, J.; López-Maldonado, Griselda; De Oña, J.(Elsevier, 2013)
[EN] A Decision Tree (DT) is a potential method for studying traffic accident severity. One of its main advantages is that Decision Rules can be extracted from its structure and used to identify safety problems and establish ...
De Oña, J.; López-Maldonado, Griselda; Abellán, J.(Elsevier, 2013)
[EN] Given the current number of road accidents, the aim of many road safety analysts is to identify the main factors that contribute to crash severity. To pinpoint those factors, this paper shows an application that ...
Data analysis techniques can be applied to discover important relations among features. This is the main objective of the Information Root Node Variation (IRNV) technique, a new method to extract knowledge from data via ...
López-Maldonado, Griselda; De Oña, J.; Abellán, J.(Elsevier, 2012-10-03)
[EN] The World Health Organization (WHO) considers that traffic accidents are major public health problem worldwide, for this reason safety managers try to identify the main factors affecting the severity as consequence ...