1. Anaïs Halin. Understanding the Interplay Between the Driver, the Vehicle, and the Environment for Adapting Driving Automation. PhD thesis, University of Liège, Belgium, January 2026. Keyword(s): Driving automation, Automation level, Vehicle engagement, Driver involvement, Driving environment complexity, Adaptive automation, Human-automation interaction, Cooperation, Risk assessment, Risk management, Driver, Vehicle, Environment. [bibtex-entry]



2. Quentin Massoz. Non-invasive, automatic, and real-time characterization of drowsiness based on eye closure dynamics. PhD thesis, University of Liège, Belgium, April 2019. Keyword(s): Drowsiness, Driver monitoring, Face, Eye closure, Pyschomotor vigilance test, Reaction time, CNN, Deep learning. [bibtex-entry]

1. Anaïs Halin, Jacques G. Verly, and Marc Van Droogenbroeck. Survey and synthesis of state of the art in driver monitoring. Sensors, 21(16):1-49, August 2021. Keyword(s): Driver monitoring, Driver state, Survey, Sensor, Indicator, Drowsiness, Mental workload, Distraction, Emotion, Under the influence. [bibtex-entry]



2. Quentin Massoz, Jacques Verly, and Marc Van Droogenbroeck. Multi-timescale drowsiness characterization based on a video of a driver's face. Sensors, 18(9):1-17, August 2018. Keyword(s): Drowsiness, Driver monitoring, Face, Eye closure, Pyschomotor vigilance test, Reaction time, CNN, Deep learning. [bibtex-entry]

1. Anaïs Halin, Adrien Deliège, Christel Devue, and Marc Van Droogenbroeck. Gaze-Based Indicators of Driver Cognitive Distraction: Effects of Different Traffic Conditions and Adaptive Cruise Control Use. In Adjunct Proceedings of the International Conference on Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI), Brisbane, Australia, pages 151-156, September 2025. ACM. Keyword(s): Driver state, Cognitive distraction, Workload, Indicators, Gaze parameters, Percent road center, Gaze dispersion, Simulator study, Driving automation, Adaptive cruise control, Driving environment complexity, Traffic conditions. [bibtex-entry]



2. Anaïs Halin, Christel Devue, and Marc Van Droogenbroeck. DEV: A Driver-Environment-Vehicle Closed-Loop Framework for Risk-Aware Adaptive Automation of Driving. In Adjunct Proceedings of the International Conference on Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI), Brisbane, Australia, pages 47-52, September 2025. ACM. Keyword(s): Driving automation, Automation level, Vehicle engagement, Driver involvement, Driving environment complexity, Adaptive automation, Human-automation interaction, Cooperation, Risk assessment, Risk management. [bibtex-entry]



3. Anaïs Halin, Marc Van Droogenbroeck, and Christel Devue. Are Electrodermal Activity-Based Indicators of Driver Cognitive Distraction Robust to Varying Traffic Conditions and Adaptive Cruise Control Use?. In Adjunct Proceedings of the International Conference on Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI), Brisbane, Australia, pages 78-82, September 2025. ACM. Keyword(s): Driver state, Cognitive distraction, Workload, Indicator, Electrodermal activity, EDA, Skin Conductance, Simulator study, Driving automation, Adaptive cruise control, Driving environment complexity, Traffic conditions. [bibtex-entry]



4. Anaïs Halin, Marc Van Droogenbroeck, and Christel Devue. Effects of Cognitive Distraction and Driving Environment Complexity on Adaptive Cruise Control Use and its Impact on Driving Performance: A Simulator Study. In International Conference on Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI), Brisbane, Australia, pages 231-241, September 2025. ACM. Keyword(s): Simulator study, Adaptive automation, Driving automation, Adaptive cruise control, Driver state, Cognitive distraction, Driving environment complexity, Traffic conditions, Driver monitoring, Human study. [bibtex-entry]

This material is presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All person copying this information are expected to adhere to the terms and constraints invoked by each author's copyright. In most cases, these works may not be reposted without the explicit permission of the copyright holder.