Machine Learning and Data Analytics Lab

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 Predicting Hearing Aid Fittings Based on Audiometric and Subject-Related Data: A Machine Learning Approach (2020) Seifer AK, Schinkel-Bielefeld N, Schröter H, Escalante Banuelos A, Hoppe U, Maier A Conference contribution, Conference Contribution Exploring Smart Agents for the Interaction with Multimodal Mediated Environments (2020) Richer R, Zhao N, Eskofier B, Paradiso JA Journal article, Original article NLOS detection using UWB channel impulse responses and convolutional neural networks (2020) Stahlke M, Kram S, Mutschler C, Mahr T Conference contribution, Conference Contribution Interactive Segmentation of RGB-D Indoor Scenes using Deep Learning (2020) Rüthlein M, Köferl F, Mehringer W, Eskofier B Conference contribution, other Application of SORT on Multi-Object Tracking and Segmentation (2020) Köferl F, Link J, Eskofier B Conference contribution, other ViPR: Visual-Odometry-aided Pose Regression for 6DoF Camera Localization (2020) Ott F, Feigl T, Löffler C, Mutschler C Conference contribution, Conference Contribution Objective sensor-based gait measures reflect motor impairment in multiple sclerosis patients: Reliability and clinical validation of a wearable sensor device (2020) Felix F, Gaßner H, Julius H, De-Hyung L, Peter F, Winkler J, Eskofier B, et al. Journal article