Machine Learning and Data Analytics Lab

Indoor Localization with Robust Global Channel Charting: A Time-Distance-Based Approach (2023) Stahlke M, Yammine G, Feigl T, Eskofier B, Mutschler C Journal article, Original article uTUG: An unsupervised Timed Up and Go test for Parkinson's disease (2023) da Rosa Tavares JE, Ullrich M, Roth N, Kluge F, Eskofier B, Gaßner H, Klucken J, et al. Journal article CARWatch – A smartphone application for improving the accuracy of cortisol awakening response sampling (2023) Richer R, Abel L, Küderle A, Eskofier B, Rohleder N Journal article, Original article PolarBearVidID: A Video-Based Re-Identification Benchmark Dataset for Polar Bears (2023) Zürl M, Dirauf R, Köferl F, Steinlein N, Sueskind J, Zanca D, Brehm I, et al. Journal article tpcp: Tiny Pipelines for Complex Problems - A set of framework independent helpers for algorithms development and evaluation (2023) Küderle A, Richer R, Simpetru R, Eskofier B Journal article, Original article Change the direction: 3D optimal control simulation by directly tracking marker and ground reaction force data (2023) Nitschke M, Marzilger R, Leyendecker S, Eskofier B, Koelewijn A Journal article, Original article Perspective on “in the wild” movement analysis using machine learning (2023) Dorschky E, Camomilla V, Davis J, Federolf P, Reenalda J, Koelewijn A Journal article, Original article Mobile digital gait analysis objectively measures progression in hereditary spastic paraplegia (2023) Loris E, Ollenschläger M, Greinwalder T, Eskofier B, Winkler J, Gaßner H, Regensburger M Journal article Listening to the patients' voice: a conceptual framework of the walking experience (2023) Delgado-Ortiz L, Polhemus A, Keogh A, Sutton N, Remmele W, Hansen C, Kluge F, et al. Journal article WebPPG: Feasibility and Usability of Self-Performed, Browser-Based Smartphone Photoplethysmography (2023) Nissen M, Flaucher M, Jäger K, Hübner H, Danzberger N, Titzmann A, Pontones C, et al. Conference contribution