Machine Learning and Data Analytics Lab

Non-Line-of-Sight Detection for Radio Localization using Deep State Space Models (2024) Brasseler L, Stahlke M, Altstidl TR, Feigl T, Mutschler C Conference contribution, Original article Radio Foundation Models: Pre-training Transformers for 5G-based Indoor Localization (2024) Ott J, Pirkl J, Stahlke M, Feigl T, Mutschler C Conference contribution, Original article Neural network and layer-wise relevance propagation reveal how ice hockey protective equipment restricts players’ motion (2024) Lennartz R, Khassetarash A, R. Nigg S, Eskofier B, Nigg BM Journal article Automated long-term monitoring of stereotypical movement in polar bears under human care using machine learning (2024) Zürl M, Stoll P, Brehm I, Sueskind J, Raab R, Petermann J, Zanca D, et al. Journal article Unobtrusive Gait Reconstructions using Radar-based Optimal Control Simulations (2024) Gambietz M, Dröge A, Schüßler C, Wirth V, Stahlke M, Miehling J, Koelewijn A Conference contribution, Conference Contribution End-to-End Learning for Human Pose Estimation from Raw Millimeter Wave Radar Data (2024) Müller J, Krauß D, Engel L, Vossiek M, Eskofier B, Dorschky E Conference contribution, Conference Contribution Motivational Factors for Experienced Users of Mobile Health Applications in Heart Failure Management (2024) Flaucher M, Prümer F, Jäger K, Rolny J, Trissler P, Eckl S, Eskofier B, Leutheuser H Conference contribution Soziale Implikationen von Gesundheitstechnologien in der Palliativversorgung – Entwicklung eines konzeptionellen Rahmenwerks (2024) Öhl N, Steigleder T, Hille EM, Braun M, Weisser A, Muehlensiepen F, Vossiek M, et al. Journal article Assessing Task-Related Changes in Self-Reported Stress: Validation of the Short Stress State Questionnaire in German(SSSQ-G) (2024) König V, Shields GS, Hauck F, Kurz M, Schindler-Gmelch L, Abel L, Richer R, et al. Conference contribution, Conference Contribution The Short Stress State Questionnaire in German (SSSQ-G): A Novel Tool for Assessing Task-Related Changes in Self-Reported Stress (2024) Ringgold V, Shields GS, Hauck F, Kurz M, Schindler-Gmelch L, Abel L, Richer R, et al. Conference contribution, Abstract of lecture