Taking into consideration the increasing availability of real-time traffic data and stimulated by
the importance of proactive safety management, this paper attempts to provide a review of …

Introduction Nowadays, the problem of road accident rates is one of the most important
health and social policy issues concerning the countries in all continents. Each year, nearly …

Pedestrians are vulnerable to severe injury and mortality in road crashes. Numerous studies
have attempted to identify factors contributing to crashes and pedestrian injury risks. As an …

Introduction The effective treatment of road accidents and thus the enhancement of road
safety is a major concern to societies due to the losses in human lives and the economic and …

Nowadays, road safety is an issue particularly relevant because of the increasing
occurrence of road accidents. For this reason, it is very important to analyze accident …

Traffic accidents are one of the most important concerns of the world, since they result in
numerous casualties, injuries, and fatalities each year, as well as significant economic …

Traffic accidents data sets are usually imbalanced, where the number of instances classified
under the killed or severe injuries class (minority) is much lower than those classified under …

Transportation continues to be an integral part of modern life, and the importance of road
traffic safety cannot be overstated. Consequently, recent road traffic safety studies have …

Traffic safety of freeways has attracted major concerns, especially for a mountainous
freeway affected by adverse terrain conditions, constrained roadway geometry and …

Road crashes are events which depend on a variety of factors and which exhibit different
magnitudes of outputs when evaluated with respect to the effects on road users. Despite a …