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Comparing the Benefit of Synthetic Training Data for Various Automatic Speech Recognition Architectures2021 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU) conference-paper Computer Science Speech Recognition and Synthesis Open access
Nick Rossenbach, Mohammad Zeineldeen, Benedikt Hilmes, Ralf Schlüter, Hermann Ney
4citations -
Superpixel segmentations for thin sections: Evaluation of methods to enable the generation of machine learning training data sets2022 Computers & Geosciences article Computer Science Advanced Neural Network Applications Open access
Jiaxin Yu, Florian Wellmann, Simon Virgo, Marven von Domarus, Mingze Jiang, Joyce Schmatz, +1 more
30citations -
Distributed Privacy-Preserving Data Analysis in NFDI4Health With the Personal Health Train2023 Proceedings of the Conference on Research Data Infrastructure conference-paper Computer Science Privacy-Preserving Technologies in Data Open access
Yongli Mou, Li Fei-Fei, Sven Weber, Sabith Haneef, Hans Meine, Liliana Caldeira, +7 more
2citations -
Accurate detection and 3D localization of humans using a novel YOLO-based RGB-D fusion approach and synthetic training data2020 Proceedings - IEEE International Conference on Robotics and Automation/Proceedings conference-paper Computer Science Advanced Neural Network Applications
Timm Linder, Kilian Pfeiffer, Narunas Vaškevičius, Robert F. Schirmer, Kai O. Arras
35citations -
Enhancing Training Data Quality through Influence Scores for Generalizable Classification: A Case Study on Sexism Detection2025 Underline Science Inc. other Computer Science Hate Speech and Cyberbullying Detection Open access
Association for Computational Linguistics 2025, Jose Maria Alonso, Dennis Assenmacher, Rabiraj Bandyopadhyay, Claudia Wagner
0citations -
Synthetic rainfall data generator development through decentralised model training2022 Journal of Hydrology article Environmental Science Hydrological Forecasting Using AI Open access
Sascha Welten, Adrian Holt, Julian Hofmann, Lennart Schelter, Elena‐Maria Klopries, Thomas Wintgens, +1 more
7citations -
Prediction of Fault Rock Permeability With Deep Learning: Training Data from Transfer Samples of Fault Cores2022 EAGE Annual Conference & Exhibition conference-paper Engineering Hydrocarbon exploration and reservoir analysis
Joyce Schmatz, Jop Klaver, Eva Wellmann, Mingming Jiang, Wolf- Gang Kraus, Simon Freitag, +2 more
0citations -
Fault detection and diagnosis in building energy systems: A tool chain for the automated generation of training data2021 Journal of Physics Conference Series conference-paper Engineering Fault Detection and Control Systems Open access
Christine van Stiphoudt, Florian Stinner, Gerrit Bode, Alexander Kümpel, Dirk Müller
4citations -
FAIR Chemistry Data: An Adoptable and Easy-to-Use Workshop Concept for RDM Training2026 Zenodo (CERN European Organization for Nuclear Research) article Computer Science Research Data Management Practices Open access
Annett Schröter, Ann-Christin Andres, Fabian Fink, Benjamin Golub, Johannes C. Liermann
0citations -
FAIR Chemistry Data: An Adoptable and Easy-to-Use Workshop Concept for RDM Training2026 Zenodo (CERN European Organization for Nuclear Research) article Computer Science Research Data Management Practices Open access
Annett Schröter, Ann-Christin Andres, Fabian Fink, Benjamin Golub, Johannes C. Liermann
0citations -
Learning Analytics Data Visualization in a Virtual Reality Teacher Training Simulation2025 RWTH Publications (RWTH Aachen) conference-paper Computer Science Online Learning and Analytics Open access
Birte Heinemann, Sergej Görzen, Ana Dragoljic, Jasmin Hartanto, Lars Florian Meiendresch, Jona Recker, +3 more
0citations -
Enhancing Training Data Quality through Influence Scores for Generalizable Classification: A Case Study on Sexism Detection2025 International Joint Conference on Natural Language Processing and Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics (IJCNLP-AACL) conference-paper Computer Science Hate Speech and Cyberbullying Detection Open access
Rabiraj Bandyopadhyay, Dennis Assenmacher, José M. Alonso, Claudia Wagner
0citations -
Generating Cardiovascular Data to Improve Training of Assistive Heart Devices2023 IEEE Symposium Series on Computational Intelligence (SSCI) conference-paper Engineering Mechanical Circulatory Support Devices
Johannes Kummert, Alexander Schulz, Robert Feldhans, Moriz Habigt, Maike Stemmler, Christina Kohler, +3 more
2citations -
Biotechnology data analysis training with Jupyter Notebooks2021 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Genetics, Bioinformatics, and Biomedical Research Open access
Ulf W. Liebal, Rafael Schimassek, Iris Broderius, Nicole Maaßen, Alina Vogelgesang, Philipp Weyers, +1 more
0citations -
D7.4 How to be FAIR with your data. A teaching and training handbook for higher education institutions2022 Zenodo (CERN European Organization for Nuclear Research) book Computer Science Research Data Management Practices Open access
Claudia Engelhardt, Katarzyna Biernacka, Aoife Coffey, Ronald Cornet, Alina Danciu, Yuri Demchenko, +33 more
5citations -
D7.4 How to be FAIR with your data. A teaching and training handbook for higher education institutions2022 Strathprints: The University of Strathclyde institutional repository (University of Strathclyde) book Computer Science Research Data Management Practices Open access
Claudia Engelhardt, Katarzyna Biernacka, Aoife Coffey, Ronald Cornet, Alina Danciu, Yuri Demchenko, +30 more
2citations -
D7.4 How to be FAIR with your data. A teaching and training handbook for higher education institutions2022 Zenodo (CERN European Organization for Nuclear Research) book Computer Science Research Data Management Practices Open access
Claudia Engelhardt, Katarzyna Biernacka, Aoife Coffey, Ronald Cornet, Alina Danciu, Yuri Demchenko, +33 more
1citations -
D7.4 How to be FAIR with your data. A teaching and training handbook for higher education institutions2021 Zenodo (CERN European Organization for Nuclear Research) book Computer Science Research Data Management Practices Open access
Claudia Engelhardt, Katarzyna Biernacka, Aoife Coffey, Ronald Cornet, Alina Danciu, Yuri Demchenko, +32 more
0citations