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Author

Thodoris Garefalakis

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Review Open access Sep 2026

Road users' safety attitudes towards speeding across 39 countries.

Speeding remains a major contributor to road traffic crash risk and injury severity, yet its behavioural, attitudinal, and cultural determinants vary across populations and contexts. This study analyses speeding-related behaviours and safety attitudes using the ESRA3 survey, a harmonised international questionnaire adm...

Dimitrios Nikolaou, A. M. Harkin, Thodoris Garefalakis et al. · 0 citations
Open access Aug 2026

Evaluating Risky Driving Behavior Using a Naturalistic Driving Dataset: A Hybrid Modelling Approach

Three hybrid machine learning models are developed and evaluated to classify risky driving behavior into three safety levels using naturalistic driving data from Belgium and the UK, supporting the potential of hybrid deep learning models in improving road safety by accurately detecting risky driving behaviors.

E. Theodoraki, Thodoris Garefalakis, Eva Michelaraki et al. · 0 citations

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