Machine Learning and Data Analytics Lab

Delay Estimation in Dense Multipath Environments using Time Series Segmentation (2022) Kram S, Kraus C, Stahlke M, Feigl T, Thielecke J, Mutschler C Conference contribution, Conference Contribution Smartphone-Based Colorimetric Analysis of Urine Test Strips for At-Home Prenatal Care (2022) Flaucher M, Nissen M, Jäger K, Titzmann A, Pontones C, Hübner H, Fasching P, et al. Journal article Framework for Simultaneous Indoor Localization, Mapping, and Human Activity Recognition in Ambient Assisted Living Scenarios (2022) Ceron JD, Lopez DM, Eskofier B, Kluge F Journal article Cross-sectional survey on researchers' experience in using accelerometers in health-related studies (2022) Albrecht BM, Flasskamp FT, Koster A, Eskofier B, Bammann K Journal article Rigid and Non-Rigid Motion Compensation in Weight-Bearing CBCT of the Knee Using Simulated Inertial Measurements (2022) Maier J, Nitschke M, Choi JH, Gold G, Fahrig R, Eskofier B, Maier A Journal article Data-Driven Optimization of Sensor Placement for Pressure Insoles Using Particle Swarm Optimization (2022) Zrenner M, Stöve M, Franklin S, Kumar B, Jensen U, Eskofier B Book chapter / Article in edited volumes Wearable Sensors for Activity Recognition in Ultimate Frisbee Using Convolutional Neural Networks and Transfer Learning (2022) Link J, Perst T, Stöve M, Eskofier B Journal article Automated Video-Based Analysis Framework for Behavior Monitoring of Individual Animals in Zoos Using Deep Learning—A Study on Polar Bears (2022) Zürl M, Stoll P, Brehm I, Raab R, Zanca D, Kabri S, Happold J, et al. Journal article A Lightweight Robust Approach for Automatic Heart Murmurs and Clinical Outcomes Classification from Phonocardiogram Recordings (2022) Lu H, Yip J, Steigleder T, Grießhammer S, Heckel M, Jami J, Eskofier B, et al. Conference contribution Heart Rate Measurement Accuracy of Fitbit Charge 4 and Samsung Galaxy Watch Active2: Device Evaluation Study (2022) Nissen M, Slim S, Jäger K, Flaucher M, Hübner H, Danzberger N, Fasching P, et al. Journal article