The Costs of Traffic Accident Hotspots. - Bernhard Gahr; Katherine Caves; Junhan Wen; Kevin Koch 001; Shu Liu; Felix Wortmann (ITSC, 2019)

Brake Maneuver Prediction - An Inference Leveraging RNN Focus on Sensor Confidence. - Shu Liu; Kevin Koch 001; Bernhard Gahr; Felix Wortmann (ITSC, 2019)

Driver Identification via the Steering Wheel. - Bernhard Gahr; Shu Liu; Kevin Koch 001; Filipe Barata; André Dahlinger; Benjamin Ryder; Elgar Fleisch; Felix Wortmann (CoRR, 2019)

Towards the Healing Car: Investigating the Potential of Psychotherapeutic In-vehicle Interventions. - Kevin Koch 001; Shu Liu; Thomas Berger; Felix Wortmann (ECIS, 2020)

Workshop for designing biofeedback of driver's state and emotion in automated vehicles. - Marine Capallera; Quentin Meteier; Kevin Koch 001; Markus Funk; Mira El Kamali; Karl Daher; Omar Abou Khaled; Elena Mugellini (AutomotiveUI (adjunct), 2021)

Taking Mental Health & Well-Being to the Streets: An Exploratory Evaluation of In-Vehicle Interventions in the Wild. - Kevin Koch 001; Verena Tiefenbeck; Shu Liu; Thomas Berger; Elgar Fleisch; Felix Wortmann (CHI, 2021)

When Do Drivers Interact with In-Vehicle Well-being Interventions?: An Exploratory Analysis of a Longitudinal Study on Public Roads. - Kevin Koch 001; Varun Mishra 001; Shu Liu; Thomas Berger; Elgar Fleisch; David Kotz; Felix Wortmann (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021)

The Empathetic Car: Exploring Emotion Inference via Driver Behaviour and Traffic Context. - Shu Liu; Kevin Koch 001; Zimu Zhou; Simon Föll; Xiaoxi He; Tina Menke; Elgar Fleisch; Felix Wortmann (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021)

Driver state prediction from vehicle signals: An evaluation of segmentation approaches. - Martin Maritsch; Kevin Koch 001; Hauke Thomsen; Niklas Kühl 001; Matthias Pfäffli; Wolfgang Weinmann; Felix Wortmann (ITSC, 2022)

Toward Nonintrusive Camera-Based Heart Rate Variability Estimation in the Car Under Naturalistic Condition. - Shu Liu; Kevin Koch 001; Zimu Zhou; Martin Maritsch; Xiaoxi He; Elgar Fleisch; Felix Wortmann (IEEE Internet Things J., 2022)

Leveraging driver vehicle and environment interaction: Machine learning using driver monitoring cameras to detect drunk driving. - Kevin Koch 001; Martin Maritsch; Eva van Weenen; Stefan Feuerriegel; Matthias Pfäffli; Elgar Fleisch; Wolfgang Weinmann; Felix Wortmann (CHI, 2023)