Machine Learning and Data Analytics Lab

The Short Stress State Questionnaire in German (SSSQ-G): A Novel Tool for Assessing Task-Related Changes in Self-Reported Stress (2024) Ringgold V, Shields GS, Hauck F, Kurz M, Schindler-Gmelch L, Abel L, Richer R, et al. Conference contribution, Abstract of lecture Genetics-driven risk predictions leveraging the Mendelian randomization framework (2024) Sens D, Shilova L, Gräf L, Grebenshchikova M, Eskofier B, Casale FP Journal article Data-Centric Benchmarking of Neural Network Architectures for the Univariate Time Series Forecasting Task (2024) Schlieper P, Dombrowski MN, Nguyen A, Zanca D, Eskofier B Journal article From Text to Treatment: How Medical Discharge Letters Are Used as a Key Artifact for Managing Patient Care (2024) Zakreuskaya A, Buschek D, Mackay WE, Avellino I, Dove G, Eskofier B Conference contribution Efficient Training of Recurrent Neural Networks for Remaining Time Prediction in Predictive Process Monitoring (2024) Roider J, Zanca D, Eskofier B Conference contribution, Original article Learning a Hand Model from Dynamic Movements Using High-Density EMG and Convolutional Neural Networks (2024) Simpetru R, Arkudas A, Braun D, Oßwald M, Souza de Oliveira D, Eskofier B, Kinfe TM, Del Vecchio A Journal article, Original article 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