Lehrstuhl für Informatik 14 (Machine Learning and Data Analytics)

xLength: Predicting Expected Ski Jump Length Shortly after Take-Off Using Deep Learning (2022) Link J, Schwinn L, Pulsmeyer F, Kautz T, Eskofier B Journal article Assessing HapHop-Physio: An Exer-Learning Game to Support Therapies for Children with Specific Learning Disorders (2022) Rico-Olarte C, Narváez-Muñoz N, López DM, Becker L, Tovar-Ruiz LÁ Journal article, Original article MaD GUI: An Open-Source Python Package for Annotation and Analysis of Time-Series Data (2022) Ollenschläger M, Küderle A, Mehringer W, Seifer AK, Winkler J, Gaßner H, Eskofier B, Kluge F Journal article Machine learning-based improvement of an online rheumatology referral and triage system (2022) Knitza J, Janousek L, Kluge F, Von Der Decken CB, Kleinert S, Vorbrueggen W, Kleyer A, et al. Journal article 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