Interpretable Modeling

Max Moebus, Marc Hilty, Pietro Oldrati, Liliana Barrios, PHRT Author Consortium, Christian Holz (2024). Assessing the Role of the Autonomic Nervous System as a Driver of Sleep Quality in Patients With Multiple Sclerosis: Observation Study. In JMIR NT.

Max Moebus, Christian Holz (2024). Personalized interpretable prediction of perceived sleep quality: Models with meaningful cardiovascular and behavioral features. In PLOS ONE.

Max Moebus, Shkurta Gashi, Marc Hilty, Pietro Oldrati, PHRT Author Consortium, Christian Holz (2024). Meaningful digital biomarkers derived from wearable sensors to predict daily fatigue in multiple sclerosis patients and healthy controls. In iScience.

Andreas Fender, Derek Alexander Witzig, Max Moebus, Christian Holz (2023). PressurePick: Muscle Tension Estimation for Guitar Players Using Unobtrusive Pressure Sensing. In UIST 2023.

Tiffany Luong, Yi Fei Cheng, Max Moebus, Andreas Fender, Christian Holz (2023). Controllers or Bare Hands? A Controlled Evaluation of Input Techniques on Interaction Performance and Exertion in Virtual Reality. In TVCG.

Tiffany Luong, Adela Pléchata, Max Moebus, Michael Atchapero, Robert Böhm, Guido Makransky, Christian Holz (2022). Demographic and Behavioral Correlates of Cybersickness: A Large Lab-in-the-Field Study of 837 Participants. In ISMAR.