Thodoris Garefalakis

Thodoris Garefalakis
National Technical University of Athens | NTUA

Master of Engineering

About

4
Publications
450
Reads
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8
Citations
Education
September 2016 - March 2022
National Technical University of Athens
Field of study
  • Civil Engineering

Publications

Publications (4)
Article
Full-text available
Human behavior significantly contributes to severe road injuries, underscoring a critical road safety challenge. This study addresses the complex task of predicting dangerous driving behaviors through a comprehensive analysis of over 356,000 trips, enhancing existing knowledge in the field and promoting sustainability and road safety. The research...
Article
Full-text available
The i-DREAMS project has a core objective: to establish a comprehensive framework that defines, develops, and validates a context-aware ‘Safety Tolerance Zone’ (STZ). This zone is crucial for maintaining drivers within safe operational boundaries. The primary focus of this research is to conduct a detailed comparison between two machine learning ap...
Article
Full-text available
The i-DREAMS project established a 'Safety Tolerance Zone (STZ)' to maintain operators within safe boundaries through real-time and post-trip interventions, based on the crucial role of the human element in driving behavior. This paper aims to model the interrelationship among driving task complexity, operator and vehicle coping capacity, and crash...
Article
Full-text available
Predicting driving behavior and crash risk in real-time is a problem that has been heavily researched in the past years. Although in-vehicle interventions and gamification features in post-trip dashboards have emerged, the connection between real-time driving behavior prediction and the triggering of such interventions is yet to be realized. This i...

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