Abstract
Rapid population growth and economic activity have caused a continuous growth of motor vehicles and the increase in population and vehicle traffic injuries is increasing each day. Injury and death traffic accidents lead to not only significant economic losses however too severe mental & physical illness. Social issues have been created by the increasing road accident as a result of death and suffering and death. FP Growth Algorithm, Support Vector Machine (SVM) Cluster classification models and simple C-means clustering Algorithm formed Association laws. Some suggestions for safety driving were made based on data, association guidelines, classification model and obtained clusters. In this paper, we will attempt to address this problem by applying statistical study and FARS fatal accident DM algorithms. The findings suggest that the algorithm proposed is more efficient and faster than the algorithm of the previous research.
Highlights
Traffic accident affect developing countries significantly more than in developed countries
Transport network has been expanded at a high rate, and vehicle safety is a problem for all due to reports of loss of human life and property and fatal accidents and regular traffic blockage
The interactions between cars, road users and road conditions are the primary causes of road accidents
Summary
Traffic accident affect developing countries significantly more than in developed countries. Transport network has been expanded at a high rate, and vehicle safety is a problem for all due to reports of loss of human life and property and fatal accidents and regular traffic blockage. Social problems have been exacerbated by rising accidents on the roads because of fatalities and human suffering [1]. The interactions between cars, road users and road conditions are the primary causes of road accidents. Each of these fundamental elements includes some components such as pavements, geometrical characteristics, traffic characteristics, behavior, vehicle design, driver characteristics, and environmental factors. Accident cause can be well understood by analyzing accident statistics, which can give insights into many factors that lead to road accidents
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