Machine Learning and Data Analytics Lab

Velocity-Based Channel Charting with Spatial Distribution Map Matching (2024) Stahlke M, George Y, Feigl T, Eskofier B, Mutschler C Journal article The Influence of Gamification on Motivation and Cardiac Variables in Soccer (2024) Lennartz R, Stöve M, Talar K, Kumarampulakkal N, Dorschky E, Witte M, Eskofier B Conference contribution, Abstract of lecture Estimating Multipath Component Delays with Transformer Models (2024) Ott J, Stahlke M, Feigl T, Mutschler C Journal article Large-Scale Dataset Pruning in Adversarial Training through Data Importance Extrapolation (2024) Nieth B, Altstidl TR, Schwinn L, Eskofier B Conference contribution, Conference Contribution Clustering Runners’ Response to Different Midsole Stack Heights: A Field Study (2024) Kögel J, Huerta S, Gambietz M, Ullrich M, Heyde C, Dorschky E, Eskofier B Journal article Simulation and Detection of Healthcare Fraud in German Inpatient Claims Data (2024) Schrupp B, Klede K, Raab R, Eskofier B Conference contribution, Conference Contribution Data Quality in IoT Temperature Sensor Systems: Demonstrated on Time-Dependent Temperature Fluctuations (2024) Ruhland T, Tobola A, Scholl C, Lübke M, Franchi N Journal article EmRad: Ubiquitous Vital Sign Sensing using Compact Continuous-Wave Radars (2024) Albrecht N, Langer D, Krauß D, Richer R, Abel L, Eskofier B, Rohleder N, Kölpin A Journal article Adoption of Artificial Intelligence in Industry and Politics: An Analysis Based on Web Mining and Case Studies across Diverse Data Sources (2024) Dumbach P Thesis Enhancing unsupervised outlier model selection: A study on ireos algorithms (2024) Schlieper P, Luft H, Klede K, Strohmeyer C, Eskofier B, Zanca D Journal article