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Data-Efficient Characterization of Battery Slurry Viscosity using Uncertainty-Based Active Learning with Neural Networks2025 International Conference on Production Technologies and Systems for E-Mobility (EPTS) conference-paper Materials Science Machine Learning in Materials Science
Rui Yan Li, Christian Wittke, Robert Ludwigs, Paul Lingohr, Heiner Heimes, Oliver Niggemann, +1 more
0citations -
Abstract PS10-07: Pathologic complete response and 3-year survival with or without pertuzumab using real-world data of stage II and III HER2-positive breast cancer
Anna van der Voort, Marte C. Liefaard, Mette van Ramshorst, Erik D. van Werkhoven, Astrid N. Scholten, Jelle Wesseling, +3 more
0citations -
Adversarial Neural Network-based data-simulation corrections for jet-tagging at CMS2020 Journal of Physics Conference Series conference-paper Physics and Astronomy Particle physics theoretical and experimental studies Open access
Martin Erdmann, D. Noll, Yannik Alexander Rath, M. Rieger, David Josef Schmidt
6citations -
The Influence of Human Annotation on CNN Performance for Anomaly Detection in ICU Data2025 Current Directions in Biomedical Engineering article Computer Science Anomaly Detection Techniques and Applications Open access
Lavinia Goldermann, Simon Fonck, Lena Olivier, Sebastian Johannes Fritsch, André Stollenwerk
0citations -
Evaluating Fairness and Mitigating Bias in Machine Learning: A Novel Technique using Tensor Data and Bayesian Regression2025 arXiv (Cornell University) preprint Computer Science Ethics and Social Impacts of AI Open access
Kuniko Paxton, Koorosh Aslansefat, Dhavalkumar Thakker, Yiannis I. Papadopoulos
2citations -
Sharing Knowledge without Sharing Data: Stitches can improve ensembles of disjointly trained models - Source Code2025 Zenodo (CERN European Organization for Nuclear Research) software Computer Science Domain Adaptation and Few-Shot Learning Open access
Arthur Guijt, Dirk Thierens, Ellen M. Kerkhof, J. Wiersma, Tanja Alderliesten, Peter A. N. Bosman
1citations -
Sharing Knowledge without Sharing Data: Stitches can improve ensembles of disjointly trained models - Source Code2025 Zenodo (CERN European Organization for Nuclear Research) software Computer Science Domain Adaptation and Few-Shot Learning Open access
Arthur Guijt, Dirk Thierens, Ellen M. Kerkhof, Jan Wiersma, Tanja Alderliesten, Peter A.N. Bosman
0citations -
ROS 2-Based LiDAR Perception Framework for Mobile Robots in Dynamic Production Environments, Utilizing Synthetic Data Generation, Transformation-Equivariant 3D Detection and Multi-Object Tracking2026 arXiv (Cornell University) preprint Computer Science Robotics and Sensor-Based Localization Open access
Lukas Bergs, Tan Chung, Marmik Thakkar, Alexander Moriz, Amon Göppert, Chinnawut Nantabut, +1 more
0citations