Lehrstuhl für Informatik 14 (Machine Learning and Data Analytics)

Improving Robustness against Real-World and Worst-Case Distribution Shifts through Decision Region Quantification (2022) Schwinn L, Bungert L, Nguyen A, Raab R, Pulsmeyer F, Precup D, Eskofier B, Zanca D Conference contribution, Conference Contribution AB1528-HPR FULL BODY HAPTIC BODYSUIT - AN INSTRUMENT TO MEASURE THE RANGE AND SPEED OF MOTION IN PATIENTS WITH AXIAL SPONDYLOARTHRITIS (axSpA) - PRELIMINARY RESULTS (2022) Weber N, Lennartz R, Knitza J, Bayat S, Sadeghi M, Ibrahim A, Karatastan C, et al. Journal article Prediction of Stress Coping Capabilities from Nightly Heart Rate Patterns Using Machine Learning (2022) Vorberg L, Pflüger S, Richer R, Jäger K, Küderle A, Nassall K, Eskofier B, Rohleder N Conference contribution, Abstract of a poster Eye Tracking-Based Stress Classification of Athletes in Virtual Reality (2022) Stöve M, Wirth M, Farlock R, Antunovic A, Müller V, Eskofier B Journal article Data-Driven Optimization of Sensor Placement for Pressure Insoles Using Particle Swarm Optimization (2022) Zrenner M, Stöve M, Franklin S, Kumar B, Jensen U, Eskofier B Book chapter / Article in edited volumes Binocular vision training for professional athletes (2022) Kutzner B, Ring M, Michelson G Journal article A New Labeling Approach for Proportional Electromyographic Control (2022) Hagengruber A, Leipscher U, Eskofier B, Vogel J Journal article Short inertial sensor-based gait tests reflect perceived state fatigue in multiple sclerosis (2022) Ibrahim A, Flachenecker F, Gaßner H, Rothammer V, Klucken J, Eskofier B, Kluge F Journal article Correction to: Wearable gait analysis systems: ready to be used by medical practitioners in geriatric wards? (European Geriatric Medicine, (2022), 10.1007/s41999-022-00629-1) (2022) Ollenschläger M, Müller-Schulz M, Püllen R, Möller C, Klucken J, Eskofier B, Kluge F Journal article, Erratum HealthStack: Providing an IoT Middleware for Malleable QoS Service Stacking for Hospital 4.0 Operating Rooms (2022) Facco Rodrigues V, Righi RR, Andre da Costa C, Stoffel Antunes R, Bazo R, Reis ES, Seewald LA, et al. Journal article