Publications

Forecasting Unobserved Node States with spatio-temporal Graph Neural Networks

Roth, Andreas; Liebig, Thomas, 2022

Computer Vision Based Re-Identification of Wooden Euro-pallets

Rutinowski, Jérôme; Pionzewski, Christian; Chilla, Tim; Reining, Christopher; Hompel, Michael ten, 2022

Online adaptive bagging for multivariate time series forecasting

Saadallah, Amal; Mykula, Hanna, 2022

Distributed LSTM-Learning from Differentially Private Label Proportions

Sachweh, Timon; Boiar, Daniel; Liebig, Thomas, 2022

Towards Symmetry-Aware Pneumonia Detection on Chest X-Rays

Schneider, Helen; Lübbering, Max; Kador, Rebecca; Broß, Maximilian; Priya, Priya; Biesner, David; Wulff, Benjamin; de Oliveira, Thiago Bell Felix; Layer, Yannik C.; Attenberger, Ulrike I.; Sifa, Rafet, 2022

A Fast Heuristic for Computing Geodesic Closures in Large Networks

Seiffarth, Florian; Horváth, Tamás; Wrobel, Stefan, 2022

A Simple Heuristic for the Graph Tukey Depth Problem with Potential Applications to Graph Mining

Seiffarth, Florian; Horváth, Tamás; Wrobel, Stefan, 2022

DortmundAI at LeQua 2022: Regularized SLD

Senz, Martin; Bunse, Mirko, 2022

Certifiable Active Class Selection in Multi-Class Classification

Senz, Martin; Bunse, Mirko; Morik, Katharina, 2022

Adaptive Optimization with Fewer Epochs Improves Across-Scanner Generalization of U-Net based Medical Image Segmentation

Sheikh, Rasha; Klasen, Morris; Schultz, Thomas, 2022