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Papers matching “training data acquisition” 77

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Generating a pixel-wise annotated training dataset to train ML algorithms for mineral identification in rock thin sections
2020 conference-abstract Engineering Mineral Processing and Grinding Open access

Jiaxin Yu, Joyce Schmatz, Marven von Domarus, Mingze Jiang, Simon Virgo, Bastian Leibe, +1 more

0

citations
Using Synthetic Training Data in Neural Networks for the Estimation of Fiber Orientation Distribution Functions from Single Shell Data
2023 conference-paper Medicine Advanced Neuroimaging Techniques and Applications

Amelie Rauland, Dorit Merhof

2

citations
Superpixel segmentations for thin sections: Evaluation of methods to enable the generation of machine learning training data sets
2022 Computers & Geosciences article Engineering Mineral Processing and Grinding 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 Engineering Mineral Processing and Grinding Open access

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

2

citations
Active Learning Using Aggregated Acquisition Functions: Accuracy and Sustainability Analysis
2026 IEEE Journal of Selected Topics in Signal Processing article Computer Science Machine Learning and Algorithms Open access

Cédric Jung, Shirin Salehi, Anke Schmeink

0

citations
A Synthetic Data Pipeline for Supporting Manufacturing SMEs in Visual Assembly Control
2025 conference-paper Engineering Digital Transformation in Industry

Jonas Werheid, Shengjie He, Aymen Gannouni, Anas Abdelrazeq, Robert Heinrich Schmitt

1

citations
Towards generalized machine learning models for dislocation image analysis: a parametric based synthetic data approach
2025 JuSER (Forschungszentrum Jülich) dissertation Materials Science Machine Learning in Materials Science Open access

Kishan Govind

0

citations
The Time Synchronization Problem in data-intense Manufacturing
2022 Procedia CIRP article Engineering Flexible and Reconfigurable Manufacturing Systems Open access

Arno Schmetz, Tae Hun Lee, Daniel Zontar, Christian Brecher

9

citations
Investigating the generation of synthetic data for surface defect detection: A comparative analysis
2024 Procedia CIRP article Engineering Industrial Vision Systems and Defect Detection Open access

Josefine Monnet, Oliver Petrović, Werner Herfs

3

citations
Effect of head-mounted displays on students’ acquisition of surgical suturing techniques compared to an e-learning and tutor-led course: a randomized controlled trial
2023 International Journal of Surgery article Medicine Surgical Simulation and Training Open access

Martín Lemos, Andrea Bönsch, Mark Ooms, Max Ulbrich, Ashkan Rashad, Felix Krause, +5 more

18

citations
Management of Female Genital Mutilation/Cutting-Related Obstetric Complications: A Training Evaluation
2022 International Journal of Environmental Research and Public Health article Medicine Female Genital Mutilation/Cutting Issues Open access

Kim Nordmann, Ana Belén Subirón‐Valera, Mandella King, Thomas Küpper, Guillermo Z. Martínez‐Pérez

10

citations
Data compilations for enriched reuse of sea ice data sets
2023 conference-abstract Decision Sciences Scientific Computing and Data Management Open access

Anna Simson, Anil Yıldiz, Julia Kowalski

0

citations
Identifying Secondary School Students' Misconceptions about Machine Learning: An Interview Study
2024 conference-paper Computer Science Teaching and Learning Programming Open access

Erik Marx, Clemens Witt, Thiemo Leonhardt

15

citations
Machine learning based 3D object detection for navigation in unstructured environments
2021 conference-paper Computer Science Advanced Neural Network Applications

Gjorgji Nikolovski, Michael Reke, Ingo Elsen, Stefan Schiffer

8

citations
Reflective practice improves Basic Life Support training outcomes: A randomized controlled study
2023 PLoS ONE article Medicine Cardiac Arrest and Resuscitation Open access

Marie S. Thommes, Michelle Schmidt, Sophie Isabelle Lambert, Michael Tobias Schauwinhold, Martin Klasen, Saša Sopka

10

citations
Neural Mechanisms of Feedback Processing and Regulation Recalibration during Neurofeedback Training
2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Neuroscience Neural and Behavioral Psychology Studies Open access

Gustavo Santo Pedro Pamplona, Jana Zweerings, Cindy Sumaly Lor, Lindsay deErney, Erik Roecher, Arezoo Taebi, +10 more

1

citations
Generation of Synthetic Data for DL-based Defect Detection in the Automotive Context
2025 conference-paper Engineering Industrial Vision Systems and Defect Detection

Alexander Moriz, Dominik Wolfschläger, Miguel Suchodolak, Achim Byl, Friedrich Wolf, Kai Wege, +2 more

0

citations
Resilient Technologies. Why Decades-Old Tools Define the ROOT of Modern Research Data Management — Workshop Documents
2026 Zenodo (CERN European Organization for Nuclear Research) article Computer Science Research Data Management Practices Open access

Lukas C. Bossert

0

citations
Resilient Technologies. Why Decades-Old Tools Define the ROOT of Modern Research Data Management — Workshop Documents
2026 Zenodo (CERN European Organization for Nuclear Research) article Computer Science Research Data Management Practices Open access

Lukas C. Bossert

0

citations
Reusability-targeted enrichment of sea ice core data
2025 Scientific Data data-paper Computer Science Research Data Management Practices Open access

Anna Simson, Anil Yıldiz, Julia Kowalski

2

citations
A Study on Data Augmentation Techniques for Visual Defect Detection in Manufacturing
2023 Technologien für die intelligente Automation book-chapter Engineering Industrial Vision Systems and Defect Detection Open access

Lars Leyendecker, Thorben Werner, Maximilian Motz, Robert Heinrich Schmitt

4

citations
Fast body part segmentation and tracking of neonatal video data using deep learning
2020 Medical & Biological Engineering & Computing article Engineering Non-Invasive Vital Sign Monitoring Open access cited by 1 patent

Christoph Hoog Antink, Joana Carlos Mesquita Ferreira, Michael Paul, Simon Lyra, Konrad Heimann, Srinivasa Karthik, +5 more

113

citations
DeepFuse2.0: Novel Deep Learning-based Fusion of Satellite-based Hydroclimatic Data and Flood Conditioning Factors for Daily Flood Extent Mapping
2026 conference-abstract Environmental Science Flood Risk Assessment and Management Open access

Ali Surojaya, Ravi Kumar, Antara Dasgupta

0

citations
Training-free thick cloud removal for Sentinel-2 imagery using value propagation interpolation
2024 ISPRS Journal of Photogrammetry and Remote Sensing article Engineering Advanced Image Fusion Techniques Open access

Laurens Arp, Holger H. Hoos, Peter M. van Bodegom, Alistair Francis, James Wheeler, Dean van Laar, +1 more

23

citations
Neural Mechanisms of Feedback Processing and Regulation Recalibration During Neurofeedback Training
2025 Human Brain Mapping article Neuroscience Functional Brain Connectivity Studies Open access

Gustavo Santo Pedro Pamplona, Jana Zweerings, Cindy Sumaly Lor, Lindsay deErney, Erik Roecher, Arezoo Taebi, +10 more

4

citations