Simulation of safety: A review of the state of the art in road safety simulation modelling

W Young, A Sobhani, MG Lenné, M Sarvi - Accident Analysis & Prevention, 2014 - Elsevier
Recent decades have seen considerable growth in computer capabilities, data collection
technology and communication mediums. This growth has had considerable impact on our …

Analysis of recurrent neural networks for probabilistic modeling of driver behavior

J Morton, TA Wheeler… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
The validity of any traffic simulation model depends on its ability to generate representative
driver acceleration profiles. This paper studies the effectiveness of recurrent neural networks …

Modelling instantaneous traffic emission and the influence of traffic speed limits

LI Panis, S Broekx, R Liu - Science of the total environment, 2006 - Elsevier
This paper considers the effect of active speed management on traffic-induced emissions. In
particular, the traffic emissions caused by acceleration and deceleration of vehicles are …

Combining speed and acceleration to define car users' safe or unsafe driving behaviour

L Eboli, G Mazzulla, G Pungillo - Transportation research part C: emerging …, 2016 - Elsevier
Speed and acceleration describe the motion of a vehicle. Therefore, these parameters are
fundamental to define the behaviour of a driver. To this aim, it is useful to analyse …

Driving style analysis using data mining techniques

Z Constantinescu, C Marinoiu, M Vladoiu - International Journal of …, 2010 - univagora.ro
This paper investigates the modeling of the personal driving style of various vehicle drivers
based on several driving parameters. The purpose of such an endeavor is to classify the …

Driver models in automobile dynamics application

M Plöchl, J Edelmann - Vehicle system dynamics, 2007 - Taylor & Francis
Understanding the driver of an automobile has been attractive to researchers from many
different disciplines for more than half a century. On the basis of their acquirements, models …

Comparison of parametric and non-parametric approaches for vehicle speed prediction

S Lefèvre, C Sun, R Bajcsy… - 2014 American Control …, 2014 - ieeexplore.ieee.org
Predicting the future speed of the ego-vehicle is a necessary component of many Intelligent
Transportation Systems (ITS) applications, in particular for safety and energy management …

Driver behaviour, dilemma zone and safety effects at urban signalised intersections in Greece

P Papaioannou - Accident Analysis & Prevention, 2007 - Elsevier
Driving behaviour at signalised intersections is one of the main factors contributing to the
safety level of such entities. This behaviour, with respect to yellow signal obedience or …

Assessing the potential impacts of connected vehicles: mobility, environmental, and safety perspectives

A Olia, H Abdelgawad, B Abdulhai… - Journal of Intelligent …, 2016 - Taylor & Francis
The connected vehicle is a rapidly emerging paradigm aimed at deploying and developing a
fully connected transportation system that enables data exchange among vehicles …

Combined impact of road and traffic characteristic on driver behavior using smartphone sensor data

V Petraki, A Ziakopoulos, G Yannis - Accident Analysis & Prevention, 2020 - Elsevier
The objective of this research is to exploit high resolution driving behavior data collected via
sensors of smartphones from 303 drivers in order to examine driver behavior at road …