Before-after freeway accident analysis using cluster algorithms. Paper presented at The State of the Art in the European Quantitative Oriented Transportation and Logistics Research – 14th Euro Working Group on Transportation & 26th Mini Euro Conferen...

Author(s)
De Luca, M. Mauro, R. Russo, F. & Dell’Acqua, G.
Year
Abstract

This study illustrates an application of Cluster Analysis to a problem “After-Before”. Experimental analysis, by using Cluster algorithms, was carried out on segments situated in the Southern Italy freeway. Through these algorithms it was possible to build partition (hazardous zone) and estimate the relative hazard. These groupings have been used, after introducing hazardous zone index“, to build a predictive model of accidents (obtained through a multiple regression). The reliability of this model, used to simulate the situation “Before-After”, resulted very interesting; in fact the results were very hopeful because the maximum error returned by model is about 10% (Author/publisher)

Publication

Library number
20120783 ST [electronic version only]
Source

Procedia - Social and Behavioral Sciences, Vol. 20 (2011), "The State of the Art in the European Quantitative Oriented Transportation and Logistics Research – 14th Euro Working Group on Transportation & 26th Mini Euro Conference & 1st European Scientific Conference on Air Transport", p. 723-731, 12 ref.

Our collection

This publication is one of our other publications, and part of our extensive collection of road safety literature, that also includes the SWOV publications.