Christos Katrakazas

5 Iroon Polytechniou St
Athens, ESYE31 15773, Greece

Last Updated: 09/26/2026

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Found 10 publications

Explainable macroscopic and microscopic influences of COVID-19 on naturalistic driver aggressiveness derived from telematics through SHAP values of SVM and XGBoost algorithms.

Explainable macroscopic and microscopic influences of COVID-19 on naturalistic driver aggressiveness derived from telematics through SHAP values of SVM and XGBoost algorithms.

Journal: Journal of safety research

Published: June 18, 2024

Examination of the Effect of Task Complexity and Coping Capacity on Driving Risk: A Cross-Country and Transportation Mode Comparative Study.

Examination of the Effect of Task Complexity and Coping Capacity on Driving Risk: A Cross-Country and Transportation Mode Comparative Study.

Journal: Sensors (Basel, Switzerland)

Published: October 02, 2023

Real-time monitoring of driver distraction: State-of-the-art and future insights.

Real-time monitoring of driver distraction: State-of-the-art and future insights.

Journal: Accident; analysis and prevention

Published: June 30, 2022

Data-Driven Estimation of a Driving Safety Tolerance Zone Using Imbalanced Machine Learning.

Data-Driven Estimation of a Driving Safety Tolerance Zone Using Imbalanced Machine Learning.

Journal: Sensors (Basel, Switzerland)

Published: June 16, 2022

One year of COVID-19: Impacts on safe driving behavior and policy recommendations.

One year of COVID-19: Impacts on safe driving behavior and policy recommendations.

Journal: Journal of safety research

Published: November 23, 2021

Analysis of the impact of COVID-19 on collisions, fatalities and injuries using time series forecasting: The case of Greece.

Analysis of the impact of COVID-19 on collisions, fatalities and injuries using time series forecasting: The case of Greece.

Journal: Accident; analysis and prevention

Published: March 23, 2021

Identifying the impact of the COVID-19 pandemic on driving behavior using naturalistic driving data and time series forecasting.

Identifying the impact of the COVID-19 pandemic on driving behavior using naturalistic driving data and time series forecasting.

Journal: Journal of safety research

Published: November 04, 2020

Post-trip safety interventions: State-of-the-art, challenges, and practical implications.

Post-trip safety interventions: State-of-the-art, challenges, and practical implications.

Journal: Journal of safety research

Published: June 26, 2020

A descriptive analysis of the effect of the COVID-19 pandemic on driving behavior and road safety.

A descriptive analysis of the effect of the COVID-19 pandemic on driving behavior and road safety.

Journal: Transportation research interdisciplinary perspectives

Published: May 21, 2020

Prediction of rear-end conflict frequency using multiple-location traffic parameters.

Prediction of rear-end conflict frequency using multiple-location traffic parameters.

Journal: Accident; analysis and prevention

Published: December 12, 2019

Showing 1-10 of 10

Last Updated: 09/26/2026