Prof. Dr. Björn Eskofier

Machine Learning and Data Analytics Lab Lehrstuhl für Informatik 14 (Machine Learning and Data Analytics)

Time matters: Time-aware LSTMs for predictive business process monitoring (2020) Nguyen A, Chatterjee S, Weinzierl S, Schwinn L, Matzner M, Eskofier B Conference contribution, Conference Contribution The OnHW Dataset: Online Handwriting Recognition from IMU-Enhanced Ballpoint Pens with Machine Learning (2020) Ott F, Wehbi M, Hamann T, Barth J, Eskofier B, Mutschler C Journal article Evaluation of HRV estimation algorithms from PPG data using neural networks (2020) Koch R, Pfeiffer N, Lang N, Struck M, Amft O, Eskofier B, Wittenberg T Journal article, Original article Simultaneous indoor pedestrian localization and house mapping based on inertial measurement unit and bluetooth low-energy beacon data (2020) Ceron JD, Kluge F, Küderle A, Eskofier B, López DM Journal article Entwicklung einer Applikation zum Home-Monitoring des Gesundheitszustandes von Palliativpatienten - eine Proof-of-Concept-Studie (2020) Sternemann U, Suchantke I, Schmidt KG, Höfner P, Wagner D, Ollenschläger M, Heckel M, et al. Conference contribution, Abstract of a poster Automatic clinical gait test detection from inertial sensor data (2020) Fischer S, Ullrich M, Küderle A, Gaßner H, Klucken J, Eskofier B, Kluge F Conference contribution, Conference Contribution The footprint of orthostatic hypotension in parkinsonian syndromes (2020) Raccagni C, Sidoroff V, Goebel G, Granata R, Leys F, Klucken J, Eskofier B, et al. Journal article CNN-Based Estimation of Sagittal Plane Walking and Running Biomechanics From Measured and Simulated Inertial Sensor Data (2020) Dorschky E, Nitschke M, Martindale C, van den Bogert AJ, Koelewijn A, Eskofier B Journal article, Original article Exploration of Process Mining Opportunities In Educational Software Engineering - The GitLab Analyser (2020) Dumbach P, Aly A, Zrenner M, Eskofier B Conference contribution, Conference Contribution Apkinson: the smartphone application for telemonitoring Parkinson's patients through speech, gait and hands movement (2020) Orozco-Arroyave JR, Vasquez Correa J, Klumpp P, Perez Toro PA, Escobar-Grisales D, Roth N, Ríos-Urrego CD, et al. Journal article