4 citations · 10 across the 21 of their papers we have counts for
5 papers · 1 filter
Multi-center Medical Data Mining with FL-Net - A One-stop Shop for Federated Learning
Simon Süwer, Julian Klemm, Elisa Acitelli +39
Federated learning enables collaborative training without sharing patient-level data, but most studies remain simulations. Based on five requirements derived from the literature, w…
ContraLog: Log File Anomaly Detection with Contrastive Learning and Masked Language Modeling
Simon Dietz, Kai Klede, An Nguyen +1
Log files record computational events that reflect system state and behavior, making them a primary source of operational insights in modern computer systems. Automated anomaly det…
REVELIO -- Universal Multimodal Task Load Estimation for Cross-Domain Generalization
Maximilian P. Oppelt, Andreas Foltyn, Nadine R. Lang-Richter +1
Task load detection is essential for optimizing human performance across diverse applications, yet current models often lack generalizability beyond narrow experimental domains. Wh…
Comprehensive Signal Quality Evaluation of a Wearable Textile ECG Garment: A Sex-Balanced Study
Maximilian P. Oppelt, Tobias S. Zech, Sarah H. Lorenz +5
We introduce a novel wearable textile-garment featuring an innovative electrode placement aimed at minimizing noise and motion artifacts, thereby enhancing signal fidelity in Elect…
Robust and Efficient Writer-Independent IMU-Based Handwriting Recognition
Jindong Li, Tim Hamann, Jens Barth +3
Handwriting recognition (HWR) using inertial measurement unit (IMU) data remains challenging due to variations in writing styles and the limited availability of datasets. Previous…