From

Institution

Field

Type

Open access only Cited by patents (Lens) Include non-Aachen papers (citing/cited)

Reset

Papers matching “training data quality” 614

Sort: Relevance Cited Newest Oldest Fwci Patents ⇩ CSV

Not finding it? Sign in to also search OpenAlex live.

Training Dataset for SEST 2026 Submission: Influence of Training Data Selection on Data-Driven Power Quality Disturbance Classification Models
2026 Zenodo (CERN European Organization for Nuclear Research) dataset Open access

Markus Stroot

0

citations
Training Dataset for SEST 2026 Submission: Influence of Training Data Selection on Data-Driven Power Quality Disturbance Classification Models
2026 Zenodo (CERN European Organization for Nuclear Research) dataset Open access

Markus Stroot

0

citations
Enhancing Training Data Quality through Influence Scores for Generalizable Classification: A Case Study on Sexism Detection
2025 Underline Science Inc. other Open access

Association for Computational Linguistics 2025, Jose Maria Alonso, Dennis Assenmacher, Rabiraj Bandyopadhyay, Claudia Wagner

0

citations
Enhancing Training Data Quality through Influence Scores for Generalizable Classification: A Case Study on Sexism Detection
2025 conference-paper Computer Science Imbalanced Data Classification Techniques Open access

Rabiraj Bandyopadhyay, Dennis Assenmacher, José M. Alonso, Claudia Wagner

0

citations
Increasing the prediction quality of artificial neural network–based optimisation approaches for the sheet moulding compound compression moulding process by means of targeted expansion of training data
2024 The International Journal of Advanced Manufacturing Technology article Computer Science Advanced Multi-Objective Optimization Algorithms Open access

Christian Hopmann, Marie Hadenfeldt, Jonas Neuhaus, Dominik Foerges

3

citations
Training resources on open and responsible research and innovation (Open RRI): gaps, quality and opportunities to advance training
2026 Open Research Europe article Decision Sciences Academic Publishing and Open Access Open access

Cristina Lagido, Kristian Hvidtfelt Nielsen, Gitte Kragh, Pascal Flohr, Louise M. Bezuidenhout, Loek Brinkman, +27 more

0

citations
Rare Diseases in Hospital Information Systems—An Interoperable Methodology for Distributed Data Quality Assessments
2023 Methods of Information in Medicine article Health Professions Electronic Health Records Systems Open access

Kais Tahar, Yongli Mou, Raphael Verbuecheln, Holm Graeßner, Dagmar Krefting

13

citations
NFDI4ING Fiona Summer School "Driving RDM": 6. Data quality, Checks and Storage
2026 Zenodo (CERN European Organization for Nuclear Research) article Computer Science Research Data Management Practices Open access

Tobias Hamann, Mario Moser

0

citations
NFDI4ING Fiona Summer School "Driving RDM": 6. Data quality, Checks and Storage
2026 Zenodo (CERN European Organization for Nuclear Research) article Computer Science Research Data Management Practices Open access

Tobias Hamann, Mario Moser

0

citations
On the Relevance of Phoneme Duration Variability of Synthesized Training Data for Automatic Speech Recognition
2023 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU) conference-paper Computer Science Speech Recognition and Synthesis

Nick Rossenbach, Benedikt Hilmes, Ralf Schlüter

3

citations
On the Relevance of Phoneme Duration Variability of Synthesized Training Data for Automatic Speech Recognition
2023 arXiv (Cornell University) preprint Computer Science Speech Recognition and Synthesis Open access

Nick Rossenbach, Benedikt Hilmes, Ralf Schlüter

0

citations
Distributed online training of data-driven combustion models in reactive flow simulations
2026 RWTH Publications (RWTH Aachen) dissertation Physics and Astronomy Model Reduction and Neural Networks Open access

Tim Munoz Andres

0

citations
Shape analysis of training data for neural networks in Electrical Impedance Tomography
2023 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) conference-paper Engineering Electrical and Bioimpedance Tomography

Jöran Rixen, Benedikt Eliasson, Simon Lyra, Steffen K. Leonhardt

0

citations
Effectiveness of a supervisor training on quality of feedback to internal medicine residents: a controlled longitudinal multicentre study
2023 BMJ Open article Medicine Innovations in Medical Education Open access

Nienke Renting, Debbie A. D. C. Jaarsma, Jan C.C. Borleffs, Joris P. J. Slaets, Janke Cohen‐Schotanus

10

citations
Using Synthetic Training Data in Neural Networks for the Estimation of Fiber Orientation Distribution Functions from Single Shell Data
2023 IEEE International Symposium on Biomedical Imaging (ISBI) conference-paper Medicine Advanced Neuroimaging Techniques and Applications

Amelie Rauland, Dorit Merhof

2

citations
Bridging the sim2real gap: Training deep neural networks for heliostat detection with purely synthetic data
2025 Solar Energy article Computer Science Advanced Neural Network Applications Open access

Rafal Broda, Alexander Schnerring, Dominik Schnaus, M. Nieslony, Julian J. Krauth, Marc Röger, +3 more

5

citations
Five years of GOSAT-2 retrievals with RemoTeC: XCO 2 and XCH 4 data products with quality filtering by machine learning
2025 Atmospheric measurement techniques article Environmental Science Atmospheric and Environmental Gas Dynamics Open access

Andrew Gerald Barr, Jochen Landgraf, Mari C. Martinez-Velarte, Mihalis Vrekoussis, Ralf Sussmann, Isamu Morino, +7 more

3

citations
Drone-based Generation of Sensor Reference and Training Data for Highly Automated Vehicles
2021 conference-paper Engineering Autonomous Vehicle Technology and Safety cited by 1 patent

Robert Krajewski, Lennart Vater, Marvin Klimke, Tobias Moers, Julian Bock, Lutz Eckstein

4

citations
Superpixel segmentations for thin sections: Evaluation of methods to enable the generation of machine learning training data sets
2022 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

30

citations
Superpixel segmentations for thin sections: evaluation of methods to enable the generation of machine learning training data sets
2021 preprint Computer Science Advanced Neural Network Applications Open access

Jiaxin Yu, Florian Wellmann, Simon Virgo, Marven von Domarus, Mingze Jiang, Joyce Schmatz, +1 more

2

citations
72 Integrating safety reporting and data insights to enhance patient care quality: the evolution of an automated IHI trigger system
2025 conference-paper Health Professions Patient Safety and Medication Errors Open access

Amna I. Alshamsi, Yomna Alktebi, Zakaria AlAttal

0

citations
INSAFEDARE Project: Innovative Applications of Assessment and Assurance of Data and Synthetic Data for Regulatory Decision Support
2024 Studies in health technology and informatics book-chapter Health Professions Healthcare Regulation Open access

Parisis Gallos, Nicholas Matragkas, Saif ul Islam, Gregory Epiphaniou, Stuart Harrison, M. Haas, +18 more

2

citations
Privacy-Preserving Linkage of Distributed Datasets using the Personal Health Train
2023 arXiv (Cornell University) preprint Decision Sciences Data Quality and Management Open access

Maximilian Jugl, Sascha Welten, Yongli Mou, Yeliz Üçer Yediel, Oya Beyan, Ulrich Sax, +1 more

0

citations
Deep denoising for multi-dimensional synchrotron X-ray tomography without high-quality reference data
2021 Scientific Reports article Computer Science Image and Signal Denoising Methods Open access

Allard A. Hendriksen, Minna Bührer, Laura Leone, Marco Merlini, Nicola Viganò, Daniël M. Pelt, +3 more

53

citations
Cycloidal CT with CNN-based sinogram completion and in-scan generation of training data
2022 Scientific Reports article Medicine Medical Imaging Techniques and Applications Open access

Daniël M. Pelt, Oriol Roche i Morgó, Charlotte Maughan Jones, Alessandro Olivo, Charlotte Klara Hagen

5

citations