Kevin Koch

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 11

Top Topics

Longitudinal Study

Driving Simulator

Previously Identified

Heart Rate Variability

Top Venues

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.

Publications

Kevin Koch, Martin Maritsch, Eva van Weenen, Stefan Feuerriegel, Matthias Pfäffli, Elgar Fleisch, Wolfgang Weinmann, Felix Wortmann
Leveraging driver vehicle and environment interaction: Machine learning using driver monitoring cameras to detect drunk driving. CoRR (2023)
Kevin Koch, Martin Maritsch, Eva van Weenen, Stefan Feuerriegel, Matthias Pfäffli, Elgar Fleisch, Wolfgang Weinmann, Felix Wortmann
Leveraging driver vehicle and environment interaction: Machine learning using driver monitoring cameras to detect drunk driving. CHI (2023)
Martin Maritsch, Kevin Koch, Hauke Thomsen, Niklas Kühl, Matthias Pfäffli, Wolfgang Weinmann, Felix Wortmann
Driver state prediction from vehicle signals: An evaluation of segmentation approaches. ITSC (2022)
Shu Liu, Kevin Koch, Zimu Zhou, Martin Maritsch, Xiaoxi He, Elgar Fleisch, Felix Wortmann
Toward Nonintrusive Camera-Based Heart Rate Variability Estimation in the Car Under Naturalistic Condition. IEEE Internet Things J. 9 (14) (2022)
Kevin Koch, Verena Tiefenbeck, Shu Liu, Thomas Berger, Elgar Fleisch, Felix Wortmann
Taking Mental Health & Well-Being to the Streets: An Exploratory Evaluation of In-Vehicle Interventions in the Wild. CHI (2021)
Shu Liu, Kevin Koch, Zimu Zhou, Simon Föll, Xiaoxi He, Tina Menke, Elgar Fleisch, Felix Wortmann
The Empathetic Car: Exploring Emotion Inference via Driver Behaviour and Traffic Context. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5 (3) (2021)
Kevin Koch, Varun Mishra, Shu Liu, Thomas Berger, Elgar Fleisch, David Kotz, Felix Wortmann
When Do Drivers Interact with In-Vehicle Well-being Interventions?: An Exploratory Analysis of a Longitudinal Study on Public Roads. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5 (1) (2021)
Kevin Koch, Shu Liu, Thomas Berger, Felix Wortmann
Towards the Healing Car: Investigating the Potential of Psychotherapeutic In-vehicle Interventions. ECIS (2020)
Shu Liu, Kevin Koch, Bernhard Gahr, Felix Wortmann
Brake Maneuver Prediction - An Inference Leveraging RNN Focus on Sensor Confidence. ITSC (2019)
Bernhard Gahr, Shu Liu, Kevin Koch, Filipe Barata, André Dahlinger, Benjamin Ryder, Elgar Fleisch, Felix Wortmann
Driver Identification via the Steering Wheel. CoRR (2019)
Bernhard Gahr, Katherine Caves, Junhan Wen, Kevin Koch, Shu Liu, Felix Wortmann
The Costs of Traffic Accident Hotspots. ITSC (2019)