A review of powered-two-wheeler behaviour and safety

A Theofilatos, G Yannis - International journal of injury control and …, 2015 - Taylor & Francis
Powered-two-wheelers (PTWs) constitute a very vulnerable type of road users. The notable
increase in their share in traffic and the high risk of severe accident occurrence raise the …

Identifying driving safety profiles from smartphone data using unsupervised learning

EG Mantouka, EN Barmpounakis, EI Vlahogianni - Safety Science, 2019 - Elsevier
A large number of drivers with different driving characteristics co-exist on the road network.
Assessing a person's driving profile and detecting aggressive and unsafe driving behavior is …

Data collection and processing tools for naturalistic study of powered two-wheelers users' behaviours

S Espié, A Boubezoul, S Aupetit, S Bouaziz - Accident Analysis & …, 2013 - Elsevier
Instrumented vehicles are key tools for in-depth understanding of drivers' behaviours, thus
for the design of scientifically based countermeasures to reduce fatalities and injuries. The …

Naturalistic study of the risky situations faced by novice riders

S Aupetit, V Gallier, J Riff, S Espié, F Delgehier - Ergonomics, 2016 - Taylor & Francis
This article sets out to identify the typical risky situations experienced by novice motorcyclists
in the real world just after licensing. The procedure consists of a follow-up of six novices …

Using GPS data to detect critical events in motorcycle rider behaviour

S Cafiso, A Di Graziano, O Giudice… - … Journal of Mobile …, 2014 - inderscienceonline.com
A relevant research issue in naturalistic studies is related to analysis and evaluation of the
huge data recorded during the experiment. A procedure to identify critical events of PTW is …

[PDF][PDF] An advanced multi-faceted statistical analysis of accident probability and severity exploiting high resolution traffic and weather data

A Theofilatos - 2015 - dspace.lib.ntua.gr
The completion of the present thesis has been an intensive challenge requiring a
tremendous amount of effort, discipline and time throughout the last four years. However, it …