Publications

~ 2019 ~

  • Workshop @AutomotiveUI ’19:
    • Q. Meteier, M. Capallera, L. Angelini, E. Mugellini, O. Abou Khaled, S. Carrino, E. De Salis, S. Galland, S. Boll, “Workshop on explainable AI in automated driving: a user-centered interaction approach”, AutomotiveUI ’19, Proceedings of the 11th International Conference on Automotive User Interfaces and Interactive Vehicular Applications: Adjunct Proceedings, Utrecht, Netherlands, September 22-25, 2019.
  • Full paper @AutomotiveUI ’19:
    • M.Capallera, Q. Meteier, E. de Salis, L. Angelini, S. Carrino, O. Abou Khaled, E. Mugellini, “Owner Manuals Review and Taxonomy of ADAS Limitations in Partially Automated Vehicles”, Full Paper in Proceedings of the 11th International Conference on Automotive User Interfaces and Interactive Vehicular Applications, Utrecht, Netherlands, September 22-25, 2019.
  • Work in Progress @AutomotiveUI ’19:
    • E. de Salis, D.Y. Baumgartner, S. Carrino, “Can we predict driver distraction without driver psychophysiological state?: a feasibility study on noninvasive distraction detection in manual driving”,  Work in Progress in Proceedings of the 11th International Conference on Automotive User Interfaces and Interactive Vehicular Applications, Utrecht, Netherlands, September 22-25, 2019.
    • M.Capallera, Q. Meteier, E. de Salis, L. Angelini, S. Carrino, O. Abou Khaled, E. Mugellini, “Secondary task and situation awareness, a mobile application for conditionally automated vehicles”, Work in Progress in Proceedings of the 11th International Conference on Automotive User Interfaces and Interactive Vehicular Applications, Utrecht, Netherlands, September 22-25, 2019.
    • M.Capallera, P. Barbé-Labarthe, L. Angelini, O. Abou Khaled, E. Mugellini, “Convey situation awareness in conditionally automated driving with a haptic seat”, Work in Progress in Proceedings of the 11th International Conference on Automotive User Interfaces and Interactive Vehicular Applications, Utrecht, Netherlands, September 22-25, 2019.
  • Full paper @IHM ’19:
    • M. Capallera, Q. Meteier, E. de Salis, L. Angelini, O. Abou Khaled, E. Mugellini, “Tâche secondaire et conscience de l’environnement, une application mobile pour véhicule semi-autonome”,  IHM 2019, Grenoble, France, December 10-13, 2019
  • Work in Progress @IHM ’19:
    • M.Capallera, P. Barbé-Labarthe, L. Angelini, O. Abou Khaled, E. Mugellini, “Conserver la conscience de l’environnement en conduite semi-autonome grâce à un siège haptique”,  IHM 2019, Grenoble, France, December 10-13, 2019

~ 2020 ~

  • Full paper @HCI International ’20:
    • Emmanuel de Salis, Marine Capallera, Quentin Meteier, Leonardo Angelini, Omar Abou Khaled, Elena Mugellini, Marino Widmer, Stefano Carrino, “Designing an AI-Companion to support the driver in highly autonomous cars”, 22nd International Conference on Human-Computer Interaction, Copenhagen, Danmark, July 12-24, 2020
  • Full paper @AutoUI ’20
    • Quentin Meteier, Marine Capallera, Emmanuel de Salis, Andreas Sonderegger, Leonardo Angelini, Stefano Carrino, Omar Abou Khaled, and Elena Mugellini. 2020. « The Effect of Instructions and Context-Related Information about Limitations of Conditionally Automated Vehicles on Situation Awareness ». In 12th International Conference on Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI ’20). Association for Computing Machinery, New York, NY, USA, 241–251.
  • Paper @ETIS ’20
    • Marine Capallera, Leonardo Angelini, Omar Abou Khaled, Elena Mugellini, « Human Vehicle Interaction Model for Supervision in Conditionally Automated Cars », the Fourth European Tangible Interaction Studio, Siena, Italy, November 2020
  • Demo @GSGS ’20
    • Meteier Quentin, Capallera Marine, De Salis Emmanuel, Angelini Leonardo, Abou Khaled Omar, Mugellini Elena, Bresciani Jean-Pierre, Widmer Marino, Sonderegger Andreas, Carrino Stefano, “Inside the cockpit of semi-autonomous cars of tomorrow”, in 5th Gamification & Serious Games Symposium (GSGS ‘20), Neuchâtel, Switzerland, September-November 2020

~ 2021 ~

  • Journal article @Frontiers in Psychology
    • Meteier Quentin, Capallera Marine, De Salis Emmanuel, Ruffieux Simon, Angelini Leonardo, Abou Khaled Omar, Mugellini Elena, Widmer Marino, Sonderegger Andreas. Classification of Drivers’ Workload Using Physiological Signals in Conditional Automation, in Frontiers in Psychology Journal, section Performance Science, February 2021
  • Full paper @IHSI
    • Emmanuel de Salis, Quentin Meteier, Marine Capallera, Leonardo Angelini, Andreas Sonderegger, Omar Abou Khaled, Elena Mugellini, Marino Widmer, Stefano Carrino “Predicting Takeover Quality in Conditionally Automated Vehicles using Machine Learning and Genetic Algorithms”, in The 4th International Conference on Intelligent Human Systems Integration: Integrating People and Intelligent Systems (IHSI 2021)   will be held at the University of Palermo, Palermo, Italy, February 22-24, 2021
  • Workshop @CHI ’21
    • Karl Daher, Marine Capallera, Chiara Lucifora, Jacky Casas, Quentin Meteier, Mira El Kamali, Abdallah El Ali, Giorgio Mario Grosso, Gérard Chollet, Omar Abou Khaled, and Elena Mugellini. 2021. Empathic Interactions in Automated Vehicles #EmpathicCHI. In Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems (CHI EA ’21). Association for Computing Machinery, New York, NY, USA, Article 90, 1–4. DOI:https://doi.org/10.1145/3411763.3441359
  • Workshop @AutomotiveUI ’21
    • Marine Capallera, Quentin Meteier, Kevin Koch, Markus Funk, Mira El Kamali, Karl Daher, Omar Abou Khaled, and Elena Mugellini. 2021. Workshop for designing biofeedback of driver’s state and emotion in automated vehicles. 13th International Conference on Automotive User Interfaces and Interactive Vehicular Applications. Association for Computing Machinery, New York, NY, USA, 171–174. DOI:https://doi.org/10.1145/3473682.3477439
  • Full Paper @IHIET ’21
    • Emmanuel de Salis, Quentin Meteier, Marine Capallera, Leonardo Angelini, Andreas Sonderegger, Omar Abou Khaled, Elena Mugellini, Marino Widmer, Stefano Carrino, « Clustering Of Drivers’ State Before Takeover Situations Based On Physiological Features Using Unsupervised Machine Learning », IHIET 2021 Conference Proceedings books published by Springer in the series of Advances in Lecture Notes in Networks and Systems (LNNS) series

~ 2022 ~

  • Full Paper @IHIET ’22
    • Emmanuel de Salis, Quentin Meteier,  Marine Capallera, Colin Pelletier, Leonardo Angelini, Omar Abou Khaled, Elena Mugellini, Marino Widmer, Stefano Carrino, « Machine learning agent to recommend the best modality for takeover during conditionally automated driving », In: Tareq Ahram and Redha Taiar (eds) Human Interaction & Emerging Technologies (IHIET-AI 2022): Artificial Intelligence & Future Applications . AHFE (2022) International Conference. AHFE Open Access, vol 23. AHFE International, USA. http://doi.org/10.54941/ahfe100845.
  • Full Paper @IHSI ’22
    • Emmanuel de Salis, Quentin Meteier,  Marine Capallera, Colin Pelletier, Leonardo Angelini, Omar Abou Khaled, Elena Mugellini, Marino Widmer, Stefano Carrino, “Predicting Takeover Quality in Conditionally Autonomous Vehicles based on Takeover Request Modalities, Driver Physiological State and the Environment”, in IHSI 2022 International Conference, February 22-24, 2022, Venice, Italy.
  • Journal article @Frontiers in Computer Science
    • Quentin Meteier, Emmanuel De Salis, Marine Capallera, Marino Widmer, Leonardo Angelini, Omar Abou Khaled, Andreas Sonderegger, Elena Mugellini, « Relevant Physiological Indicators for Assessing Workload in Conditionally Automated Driving, Through Three-Class Classification and Regression », In Frontiers in Computer Science, section Mobile and Ubiquitous Computing, 2022.
  • Full paper @IHM ’22
    • Marine Capallera, Jean-Pierre Bresciani, Leonardo Angelini, Omar Abou Khaled, Elena Mugellini, “Comparaison de concepts d’interactions homme-véhicule pour soutenir le conducteur en conduite conditionnellement automatisée”,  Conférence Francophone sur l’Interaction Homme-Machine, April 05–08, 2022, Namur, Belgique.
  • Journal article @IEEE Transactions on Intelligent Vehicles
    • Marine Capallera, Leonardo Angelini, Quentin Meteier, Omar Abou Khaled and Elena Mugellini, « Human-Vehicle Interaction to Support Driver’s Situation Awareness in Automated Vehicles: A Systematic Review, » in IEEE Transactions on Intelligent Vehicles, 2022, doi: 10.1109/TIV.2022.3200826.
  • Journal article @MDPI Sensors
    • Quentin Meteier, Michiel Kindt, Leonardo Angelini, Omar Abou Khaled, Elena Mugellini, « Non-Intrusive Contact Respiratory Sensor for Vehicles » in Sensors 2022, 22, 880. https://doi.org/10.3390/s22030880
  • Journal article @Physiological Reports
    • Quentin Meteier, Marine Capallera, Emmanuel de Salis, Marino Widmer, Leonardo Angelini, Omar Abou Khaled, Elena Mugellini, & Andreas Sonderegger (2022). Carrying a passenger and relaxation before driving: Classification of young drivers’ physiological activation. Physiological Reports, 10.
  • Journal article @Transportation Research Part F: Traffic Psychology and Behaviour
    • Quentin Meteier, Marine Capallera, Emmanuel de Salis, Marino Widmer, Leonardo Angelini, Omar Abou Khaled, Elena Mugellini, and Andreas Sonderegger (2022). Influence of Mild Sleep Deprivation and Driving Environment on Driver State in Monotonous Conditionally Automated Driving. Transportation Research Part F: Traffic Psychology and Behaviour. (Under review)
  • Full paper @ IHM’23
    • Quentin Meteier, Marine Capallera, Emmanuel de Salis, Leonardo Angelini, Stefano Carrino, Omar Abou Khaled, Elena Mugellini, and Andreas Sonderegger (2022). Effect of Obstacle Type and Cognitive Task on Drivers’ Situation Awareness and Takeover Performance in Conditionally Automated Driving. 34eme conference internationale francophone sur l’Interaction Homme-Machine. IHM’23. (Under review)
  • Full paper @IEEE Access
    • Marine Capallera, Quentin Meteier, Emmanuel de Salis, Marino Widmer, Leonardo Angelini, Stefano Carrino, Andreas Sonderegger, Omar Abou Khaled, and Elena Mugellini (2022). A Contextual Multimodal System for Increasing Situation Awareness and Takeover Quality in Conditionally Automated Driving. IEEE Access. (Under review)