Scientific publications

  • Al Haddad, C., Yang, K., Yannis, G. & Antoniou, C. (2021). Exploring driving behavior as a latent variable in safety modeling. A preliminary analysis from a driving simulator study. Online proceedings of the 9th Symposium of the European Association for Research in Transportation (hEART 2020). (Paper)
  • Alam, R., Al Haddad, C., Antoniou, C., Carreiras, C., Vanrompay, Y. & Brijs, T. (2021). A big data-as-a-service architecture for naturalistic driving studies. 7th International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS), IEEE, pp. 1-6. https://doi.org/10.1109/MT-ITS49943.2021.9529322 (Repository)
  • Amini, R.E., Al Haddad, C., Batabyal, D. & Ryan, A. (2022). Analyzing Driver Eye Movements to Investigate the Impact of Distraction on Driving Behavior. Online proceeding of the Road Safety and Digitalization Conference, Athens, Greece, pp.1-11. https://doi.org/10.13140/RG.2.2.20460.44169
  • Amini, R.E., Michelaraki, E., Katrakazas, C., Al Haddad, C., De Vos, B., Cuenen, A., Yannis, G., Brijs, T. & Antoniou, C. (2021). Risk scenario designs for driving simulator experiments. 7th International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS), IEEE, pp. 1-6. https://doi.org/10.1109/MT-ITS49943.2021.9529268 (Repository)
  • Brijs, T., Brijs, K., Kaser, S., Talbot, R., Lourenço, A., Antoniou, C., Yannis, G., Avenoso, A. & Wets, G. (2020). i-DREAMS: an Intelligent Driver and Road Environment Assessment and Monitoring System. Proceedings of 8th Transport Research Arena TRA 2020, pp.1-5. (Repository)
  • Brijs, T., Mauriello, F., Montella, A., Galante, F., Brijs, K. & Ross, V. (2021). Driving simulator evaluation of an advance warning system for safe cyclist overtaking. International Cycling Safety Conference, Lund, Sweden. (Paper)
  • De Vos, B., Cuenen, A., Ross, V., Dirix, H., Brijs K. and Brijs, T. (2022). The effectiveness of an intelligent speed assistance system with real-time speeding interventions for truck drivers: a Belgian simulator study. Proceedings of RSS2022, the 8th Road Safety & Simulation International Conference. (Paper) (PPT)
  • Ezzati Amini, R., Al Haddad, C., Batabyal, D., Ryan, A., Gkena, I., De Vos, B., Cuenen, A., Brijs T., and Antoniou, C. (2022). Analyzing driver eye movements to investigate the impact of distraction on driving behaviour. Proceedings of RSS2022, the 8th Road Safety & Simulation International Conference. (Paper) (PPT)
  • Kaiser, S., Katrakazas, C., Aigner-Breuss, E., Pilkington Cheyney, F., Ziakopoulos, A., Yannis, G. & Brijs, T. (2020). State of the art on measuring driver state and technology-based risk prevention and mitigation Findings from the i-DREAMS project. Proceedings of TRA2020, the 8th Transport Research Arena Rethinking transport – towards clean and inclusive mobility. (Repository) (PPT)
  • Mauriello, F., Brijs, T., Montella, A., Galante, F., Brijs K. and Ross, V. (2022). Analysis of an advanced driver-assistance system to improve safety of cyclists overtaking by driver characteristics. Proceedings of RSS2022, the 8th Road Safety & Simulation International Conference. (Paper) (PPT)
  • Michelaraki, E., Katrakazas, C., Brijs, T. & Yannis, G. (2021). Modelling the Safety Tolerance Zone: Recommendations from the i-DREAMS project. Electronic proceedings of the 10th International Congress on Transportation Research, pp. 1-18. (Paper)
  • Michelaraki, E., Katrakazas, C., Filtness, A., Talbot, R., Hancox, G., Gruden, C., Cuenen, A., Brijs, K., Brijs T. and Yannis, G. (2022). Methodology for the Evaluation of Safety Interventions. Proceedings of RSS2022, the 8th Road Safety & Simulation International Conference. (Paper) (PPT)
  • Michelaraki, E., Katrakazas, C., Kaiser, S., Brijs T., and Yannis, G.(2022). Real-Time Monitoring of Driver Distraction: State-of-the-art and future insights, Proceedings of RSS2022, the 8th Road Safety & Simulation International Conference. (Paper)
  • Michelaraki, E., Katrakazas, C., Pooyan Afghari, A., Papadimitriou, E., Al Haddad, C., Yang, K., Antoniou, C., Brijs T., and Yannis G. (2022). Modeling the concept of a Safety Tolerance Zone: State-of-the-art and proposed alternatives, Proceedings of RSS2022, the 8th Road Safety & Simulation International Conference. (Paper) (PPT)
  • Michelaraki, E., Katrakazas, C., Yannis, G., Filtness, A., Talbot, R., Hancox, G., Pilkington-Cheney, F., Brijs, K., Ross, V., Dirix, H., Neven, A., Paul, R., Brijs, T., Fortsakis, PK, Frantzola, E.K. & Taveira, R. (2021). Post-trip safety interventions: State-of-the-art, challenges, and practical implications. Journal of Safety Research, 77, p. 67-85. https://doi.org/10.1016/j.jsr.2021.02.005(Repository)
  • Michelaraki, E., Katrakazas, C., Yannis, G., Filtness, A., Talbot, R., Hancox, G., Pilkington-Cheney, F., Brijs, T., Brijs, K., Ross, V., Dirix, H., Neven, A., Paul, R., Fortsakis, P., Frantzola, E.K. & Taveira, R. (2021). State-of-the-art Technologies for Post-Trip Safety Interventions. Proceedings of the 7th Humanist Conference, Rhodes Island, Greece, pp. 1-6. (Paper)
  • Michelaraki, E., Katrakazas, C., Yannis, G., Frantzola, E.K., Kalokathi, F., Kaiser, S., Brijs, K. & Brijs, T. (2021). A Review of Real-Time Safety Intervention Technologies. Proceedings of the 7th Humanist Conference, Rhodes Island, Greece, pp. 1-6. (Paper)
  • Pilkington-Cheney, F., Afghari, A.P., Filtness, A., Papadimitriou, E., Lourenço, A. & Brijs, T. (2021). The i-DREAMS intervention strategies to reduce driver fatigue and sleepiness for different transport modes. 7th International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS), IEEE, pp. 1-6. https://doi/org/10.1109/MT-ITS49943.2021.9529340 (Repository)
  • Pooyan Afghari, A., Papadimitriou, E., Maynard, S., Talbot, R., Filtness A., and Wets, G. (2022).Risk factors, monitoring techniques, and intervention strategies: experiences and lessons from different transport sectors. Proceedings of RSS2022, the 8th Road Safety & Simulation International Conference. (Paper) (PPT)
  • Qing-Long, L., Yang, K. & Antoniou, C. (2021). Crash risk analysis for the mixed traffic flow with human-driven and connected and autonomous vehicles. International Intelligent Transportation Systems Conference (ITSC), IEEE, pp. 1-6. https://doi.org/10.1109/ITSC48978.2021.9564897
  • Yang, K. & Antoniou, C. (2022). Utilizing Reinforcement Learning Tree to Develop the Real-time Traffic Safety Management Framework on Urban Expressways. Transportation Research Board 101th Annual Meeting, Washington D.C., USA. (Repository)
  • Yang, K., Al Haddad, C., Yannis, G. & Antoniou, C. (2021). Driving Behavior Safety Levels: Classification and Evaluation. 7th International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS), IEEE, pp. 1-6 https://doi.org/10.1109/MT-ITS49943.2021.9529309
  • Yang, K., Al Haddad, C., Yannis, G. & Antoniou, C. (2022), Classification and Evaluation of Driving Behavior Safety Levels: A Driving Simulation Study. IEEE Open Journal of Intelligent Transportation Systems, 3. https://doi.org/10.1109/ojits.2022.3149474
  • Yang, K., Zhao, W. & Antoniou, C. (2020). Utilizing Import Vector Machines to Identify Dangerous Pro-active Traffic Conditions. 23rd International Conference on Intelligent Transportation Systems (ITSC), IEEE, pp. 1-6. https://doi.org/10.1109/ITSC45102.2020.9294284 (Repository)