Scientific publications

Papers and presentations, resulting from the RSS conference (June 2022)

  • Methodology for the Evaluation of Safety Interventions (Eva Michelaraki, Christos Katrakazas, Ashleigh Filtness, Rachel Talbot, Graham Hancox, Chiara Gruden, Ariane Cuenen, Kris Brijs, Tom Brijs and George Yannis) PaperPresentation
  • Real-Time Monitoring of Driver Distraction: State-of-the-art and future insights (Eva Michelaraki, Christos Katrakazas, Susanne Kaiser, Tom Brijs and George Yannis) Paper
  • Modeling the concept of a Safety Tolerance Zone: State-of-the-art and proposed alternatives (Eva Michelaraki, Christos Katrakazas, Amir Pooyan Afghari, Eleonora Papadimitriou, Christelle Al Haddad, Kui Yang, Constantinos Antoniou, Tom Brijs and George Yannis) PaperPresentation
  • Analyzing driver eye movements to investigate the impact of distraction on driving behaviour (Roja Ezzati Amini, Christelle Al Haddad, Debapreet Batabyal, Alyssa Ryan, Isidora Gkena, Bart De Vos, Ariane Cuenen, Tom Brijs and Constantinos Antoniou) PaperPresentatie
  • Analysis of an advanced driver-assistance system to improve safety of cyclists overtaking by driver characteristics (Filomena Mauriello, Tom Brijs, Alfonso Montella, Francesco Galante, Kris Brijs and Veerle Ross) PaperPresentation
  • Risk factors, monitoring techniques, and intervention strategies: experiences and lessons from different transport sectors (Amir Pooyan Afghari, Eleonora Papadimitriou, Sally Maynard, Rachel Talbot, Ashleigh Filtness and Geert Wets) PaperPresentatie
  • The effectiveness of an intelligent speed assistance system with real-time speeding interventions for truck drivers: a Belgian simulator study (Bart De Vos, Ariane Cuenen, Veerle Ross, Hélène Dirix, Kris Brijs and Tom Brijs) PaperPresentatie

Other publications

  • 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 link: https://hdl.handle.net/2134/11949252.v1
  • 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.(DOI: 10.1109/ITSC45102.2020.9294284) (Repository link: https://arxiv.org/abs/2101.07683)
  • 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). (PDF: https://transp-or.epfl.ch/heart/2020/abstracts/HEART_2020_paper_167.pdf)
  • 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. (DOI: 10.1109/MT-ITS49943.2021.9529322) (Repository link: https://documentserver.uhasselt.be/handle/1942/36037)
  • 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. (DOI: 10.1109/MT-ITS49943.2021.9529268) (Repository link: https://documentserver.uhasselt.be//handle/1942/36038)
  • 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. (DOI: 10.1016/j.jsr.2021.02.005) (Repository link: https://documentserver.uhasselt.be/handle/1942/34402)
  • 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. (PDF: https://www.nrso.ntua.gr/geyannis/wp-content/uploads/geyannis-pc432.pdf)
  • 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. (PDF: https://www.nrso.ntua.gr/geyannis/wp-content/uploads/geyannis-pc431.pdf)
  • 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. (DOI: 10.1109/MT-ITS49943.2021.9529340) (Repository link: https://documentserver.uhasselt.be/handle/1942/36068)
  • 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 link: https://documentserver.uhasselt.be/handle/1942/34028)
  • 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.(PDF: https://www.icsc-2021.net/wp-content/uploads/Abstracts/ICSC-2021-00108.pdf)
  • 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. (PDF: https://www.nrso.ntua.gr/geyannis/wp-content/uploads/geyannis-pc398.pdf)
  • 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. (DOI: 10.1109/ITSC48978.2021.9564897)
  • 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 (DOI: 10.1109/MT-ITS49943.2021.9529309)
  • 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, Greec, pp.1-11. (DOI: 10.13140/RG.2.2.20460.44169)
  • 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. (DOI: 10.1109/ojits.2022.3149474)
  • 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,0. (Link: https://mediatum.ub.tum.de/1328396?nodes_per_page=10&show_id=1637855&result_nav=next&change_language=en )