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  1. No Access

    Chapter and Conference Paper

    Clustering of Drivers’ State Before Takeover Situations Based on Physiological Features Using Unsupervised Machine Learning

    Conditionally automated cars share the driving task with the driver. When the control switches from one to another, accidents can occur, especially when the car emits a takeover request (TOR) to warn the drive...

    Emmanuel de Salis, Quentin Meteier… in Human Interaction, Emerging Technologies a… (2022)

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    Chapter and Conference Paper

    Predicting Takeover Quality in Conditionally Automated Vehicles Using Machine Learning and Genetic Algorithms

    Takeover requests in conditionally automated vehicles are a critical point in time that can lead to accidents, and as such should be transmitted with care. Currently, several studies have shown the impact of u...

    Emmanuel de Salis, Quentin Meteier… in Intelligent Human Systems Integration 2021 (2021)

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    Chapter and Conference Paper

    Cyber-Therapy: The Use of Artificial Intelligence in Psychological Practice

    Cyber Therapy is a research project based on the relationship between Computer Science and Psychology. We are working on post-traumatic stress disorder (PTSD) due to severe traffic accidents using a virtual re...

    Chiara Lucifora, Leonardo Angelini… in Intelligent Human Systems Integration 2021 (2021)

  4. Chapter and Conference Paper

    Designing an AI-Companion to Support the Driver in Highly Autonomous Cars

    In this paper, we propose a model for an AI-Companion for conditionally automated cars, able to maintain awareness of the driver regarding the environment but also to able design take-over requests (TOR) on th...

    Emmanuel de Salis, Marine Capallera… in Human-Computer Interaction. Multimodal and… (2020)

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