Machine Learning and Data Analytics Lab

Large-Scale Dataset Pruning in Adversarial Training through Data Importance Extrapolation (2024) Nieth B, Altstidl TR, Schwinn L, Eskofier B Conference contribution, Conference Contribution 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 Bridging the sim2real gap. Investigating deviations between experimental motion measurements and musculoskeletal simulation results—a systematic review (2024) Wechsler I, Wolf A, Shanbhag J, Leyendecker S, Eskofier B, Koelewijn A, Wartzack S, Miehling J Journal article, Review article Exploring the Capabilities of a Language Model-Only Approach for Depression Detection in Text Data (2024) Sadeghi M, Egger B, Agahi R, Richer R, Capito K, Rupp L, Gmelch LM, et al. Conference contribution A sensorimotor enhanced neuromusculoskeletal model for simulating postural control of upright standing (2024) Shanbhag J, Fleischmann S, Wechsler I, Gaßner H, Winkler J, Eskofier B, Koelewijn A, et al. Journal article Uncertainty-Based Fingerprinting Model Monitoring for Radio Localization (2024) Stahlke M, Feigl T, Kram S, Eskofier B, Mutschler C Journal article, Original article