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MDE for Machine Learning-Enabled Software Systems: A Case Study and Comparison of MontiAnna & ML-Quadrat2022 CentAUR (University of Reading) book-chapter Computer Science Model-Driven Software Engineering Techniques Open access
Jörg Christian Kirchhof, Evgeny Kusmenko, Jonas Ritz, Bernhard Rumpe⋆, Armin Moin, Atta Badii, +2 more
3citations -
Understanding Volcanic Seismic Patterns with Unsupervised ML Clustering: Application at Mount Etna volcano2026 EGU General Assembly Conference Abstracts conference-abstract Computer Science Seismology and Earthquake Studies Open access
Waed Abed, Zahra Zali, Mariangela Sciotto, Ornella Cocina, Andrea Cannata, Matteo Picozzi, +4 more
0citations -
Validation of an automated AI-based micro-CT organ segmentation workflow against expert annotations and its impact on fluorescence quantification2026 European Radiology Experimental article Computer Science Medical Image Segmentation Techniques Open access
Elena Rama, Sihe Yu, Sarah Schraven, Zachary Gurberg, Ekaterina Savina, J Liu, +3 more
0citations -
Accelerated quantification of reinforcement degradation in additively manufactured Ni-WC metal matrix composites via SEM and vision transformers2025 Materials Characterization article Computer Science Advanced Neural Network Applications Open access
Mutahar Safdar, Bashir Kazimi, Karina Ruzaeva, Gentry Wood, Max Zimmermann, Guy Lamouche, +3 more
2citations -
Towards a scientific workflow featuring Natural Language Processing for the digitisation of natural history collections2020 Research Ideas and Outcomes article Computer Science Handwritten Text Recognition Techniques Open access
David C. Owen, Laurence Livermore, Quentin Groom, Alex Hardisty, Thijs Leegwater, Myriam van Walsum, +2 more
8citations -
Finding Patterns in Ambiguity: Interpretable Stress Testing in the Decision Boundary2024 Zenodo (CERN European Organization for Nuclear Research) conference-paper Computer Science Explainable Artificial Intelligence (XAI) Open access
I. L. V. GOMES, Luís Filipe Teixeira, Jan N. van Rijn, Carlos Soares, André Restivo, Moisés Santos
0citations -
Finding Patterns in Ambiguity: Interpretable Stress Testing in the Decision Boundary2024 Zenodo (CERN European Organization for Nuclear Research) conference-paper Computer Science Explainable Artificial Intelligence (XAI) Open access
I. L. V. GOMES, Luís Filipe Teixeira, Jan N. van Rijn, Carlos Soares, André Restivo, Moisés Santos
0citations -
Concept-based AI interpretability in physiological time-series data: Example of abnormality detection in electroencephalography2024 Computer Methods and Programs in Biomedicine article Computer Science Explainable Artificial Intelligence (XAI) Open access
Alexander Brenner, Felix Knispel, Florian P. Fischer, Peter Rossmanith, Yvonne G. Weber, Henner Koch, +3 more
13citations