Machine Learning and Data Analytics Lab

Mobilise-D insights to estimate real-world walking speed in multiple conditions with a wearable device (2024) Kirk C, Küderle A, Micó-Amigo ME, Bonci T, Paraschiv-Ionescu A, Ullrich M, Soltani A, et al. Journal article Velocity-Based Channel Charting with Spatial Distribution Map Matching (2024) Stahlke M, George Y, Feigl T, Eskofier B, Mutschler C Unpublished / Preprint A Review and Tutorial on Machine Learning- Enabled Radar-Based Biomedical Monitoring (2024) Krauß D, Engel L, Ott T, Bräunig J, Richer R, Gambietz M, Albrecht N, et al. Journal article ReClean: Reinforcement Learning for Automated Data Cleaning in ML Pipelines (2024) Abdelaal M, Yayak AB, Klede K, Schöning H Conference contribution, Original article Machine learning-based detection of acute psychosocial stress from body posture and movements (2024) Richer R, Koch V, Abel L, Hauck F, Kurz M, Ringgold V, Müller V, et al. Journal article, Original article Estimating 3D kinematics and kinetics from virtual inertial sensor data through musculoskeletal movement simulations (2024) Nitschke M, Dorschky E, Leyendecker S, Eskofier B, Koelewijn A Journal article Differences in running technique between runners with better and poorer running economy and lower and higher milage: An artificial neural network approach (2024) Van Hooren B, Lennartz R, Cox M, Hoitz F, Plasqui G, Meijer K Journal article Disgust-based approach-avoidance modification training for individuals suffering from elevated stress: A randomized controlled pilot study (2024) Streit H, Keinert M, Schindler-Gmelch L, Eskofier B, Berking M Journal article Gaitmap – An Open Ecosystem for IMU-based Human Gait Analysis and Algorithm Benchmarking (2024) Küderle A, Ullrich M, Roth N, Ollenschläger M, Ibrahim A, Moradi H, Richer R, et al. Journal article A digital twin to overcome long-time challenges in photovoltaics (2024) Lüer L, Peters IM, Smith AS, Dorschky E, Eskofier B, Liers-Bergmann F, Franke J, et al. Journal article