Ευστράτιος Σαπλαούρας, “Διερεύνηση κυκλοφοριακής συμπεριφοράς του οδηγού με χρήση στοιχείων από τον εγκέφαλο του οχήματος”, Σχολή Πολιτικών Μηχανικών ΕΜΠ, Αθήνα, Νοέμβριος 2015.

The aim of this diploma thesis is to investigate the driver’s behavior through the onboarddiagnostics of the vehicle. A large data set was exploited, which were recordedper second and concerned the exact position of the vehicle, its speed, the spots wherethe driver was performing a sudden change of speed or a sudden maneuver, the fuelconsumption, etc. Mathematical statistical models were developed using linear andbinary logistic regression. The results demonstrated a strong correlation betweenover-speeding and driver harsh behavior, although the two dimensions aredisproportionate, as well as that higher driving speeds during risky hours (00:00-04:00).