Foundations of Systems AI

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1. Tobias Wirth; Mihai Maftei; Rosa Esther Martin Peña; Iris Merget

   Towards Trusted AI: A Blueprint for Ethics Assessment in Practice

   In: Rebekka Görge; Elena Haedecke; Maximilian Poretschkin; Anna Schmitz (Hrsg.). Symposium on Scaling AI Assessments (SAIA 2024). Symposium on Scaling AI Assessments (SAIA-2024), September 30 - October 1, Cologne, Germany, Pages 1201-1219, Open Access Series in Informatics, Vol. 126, ISBN ISSN 2190-6807, Schloss Dagstuhl - Leibniz Center for Informatics, 1/2025.

2. Eleftherios Avramidis; Annika Grützner-Zahn; Manuel Brack; Patrick Schramowski; Pedro Ortiz Suarez; Malte Ostendorff; Fabio Barth; Shushen Manakhimova; Vivien Macketanz; Georg Rehm; Kristian Kersting

   Occiglot at WMT24: European open-source large language models evaluated on translation

   In: Philipp Koehn; Barry Haddow; Tom Kocmi; Christof Monz (Hrsg.). Proceedings of the Ninth Conference on Machine Translation. Conference on Machine Translation (WMT-24), located at EMNLP 2024, November 15-16, Miami, Florida, USA, Association for Computational Linguistics, 11/2024.

3. Supreeth Mysore Venkatesh; Antonio Macaluso; Marlon Nuske; Matthias Klusch; Andreas Dengel

   Quantum Annealing-Based Algorithm for Efficient Coalition Formation Among LEO Satellites

   In: ArXiv e-prints (arxiv), Vol. arXiv:2408.06007, Pages 1-6, arXiv, 8/2024.

4. Tim Dahmen; Niklas Rottmayer; Markus Kronenberger; Katja Schladitz; Claudia Redenbach

   A Neural Model for High-Performance Scanning Electron Microscopy Image Simulation of Porous Materials

   In: Synthetic Data for Computer Vision Workshop @ CVPR 2024. CVPR Workshop on Synthetic Data for Computer Vision (SynData4CV-2024), located at CVPR 2024, June 18, Seattle, OR, USA, CFV, 6/2024.

5. Tae Yeob Kang; Haebom Lee; Sungho Suh

   An Empirical Study on Fault Detection and Root Cause Analysis of Indium Tin Oxide Electrodes by Processing S-Parameter Patterns

   In: IEEE Transactions on Device and Materials Reliability, Vol. 24, No. 3, Pages 380-389, IEEE, 6/2024.

6. Iris Merget; Christiane Plociennik; Mihai Maftei; Aljoscha Burchardt; Djalel Benbouzid; Laura Lucaj; Marc Hauer; Abdeldjallil Naceri; Patrick van der Smagt

   Pragmatic auditing: a pilot-driven approach for auditing Machine Learning systems

   In: ArXiv e-prints (arxiv), Vol. 0, Pages 0-0, Cornell University - ArXiv, 5/2024.

7. Maaike H. T. de Boer; Quirine S. Smit; Michael van Bekkum; André Meyer-Vitali; Thomas Schmid

   Modular Design Patterns for Generative Neuro-Symbolic Systems

   In: Ludwig-Maximilians-Universität München Bruno Sartini; LISN Joe Raad; EURECOM Pasquale Lisena; King’s College London Albert Meroño Peñuela; Institute for Artificial Intelligence Michael Beetz; Vrije Universiteit Amsterdam Inès Blin; Cluster of Excellence Cognitive Interaction Technology (CITEC) Philipp Cimiano; University of Manchester Jacopo de Berardinis; L3S Research Center Simon Gottschalk; Vrije Universiteit Amsterdam Filip Ilievski; King’s College London Nitisha Jain; King’s College London Jongmo Kim; Institute for Artificial Intelligence Michaela Kümpel; Knowledge Media Institute Enrico Motta; Vrije Universiteit Amsterdam Ilaria Tiddi; Cluster of Excellence Cognitive Interaction Technology (CITEC) Jan-Philipp Töberg (Hrsg.). Joint Proceedings of the ESWC 2024 Workshops and Tutorials. European Semantic Web Conference (ESWC-2024), GeNeSy, located at 21th European Semantic Web Conference, May 26-27, Hersonissos, Greece, CEUR Workshop Proceedings, 5/2024.

8. Christian Wolff; Patrick Steinheimer; Elke Warmerdam; Tim Dahmen; Philipp Slusallek; Christian Schlinkmann; Fei Chen; Marcel Orth; Tim Pohlemann; Bergita Ganse

   Characteristic Changes of the Stance-Phase Plantar Pressure Curve When Walking Uphill and Downhill: Cross-Sectional Study

   In: Journal of Medical Internet Research (JMIR), Vol. 26, Page e44948, JMIR Publications, 5/2024.

9. André Meyer-Vitali

   AI Engineering for Trust by Design

   In: Survey of Tools for Software Engineering, Vol. 2024, No. 1, Pages 20-22, United Innovations, 3/2024.

10. André Meyer-Vitali

    AI Engineering for Trust by Design

    In: Francisco José Domínguez Mayo; Luís Ferreira Pires; Edwin Seidewitz (Hrsg.). Proceedings of the 12th International Conference on Model-Based Software and Systems Engineering. Model-Based Software and Systems Engineering (MBSE-2024), February 21-23, Rome, Italy, Pages 357-364, Vol. 1: MBSE-AI Integration, ISBN 978-989-758-682-8, SciTePress Digital Library, 2/2024.

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