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Publikationen

Zeige Ergebnisse 711 bis 720 von 14949.

  1. Matthias Jasny; Muhammad El-Hindi; Tobias Ziegler; Carsten Binnig

    A Wake-Up Call for Kernel-Bypass on Modern Hardware

    In: Proceedings of the 21st International Workshop on Data Management on New Hardware, DaMoN 2025, Berlin, Germany, June 22-27, 2025. International Workshop on Data Management on New Hardware (DaMoN), Pages 14:1-14:5, ACM, 2025.

  2. Matthias Jasny; Tobias Ziegler; Jacob Nelson-Slivon; Viktor Leis; Carsten Binnig

    Synchronizing Disaggregated Data Structures with One-Sided RDMA: Pitfalls, Experiments and Design Guidelines

    In: ACM Transactions on Database Systems (TODS), Vol. 50, No. 1, Pages 4:1-4:40, ACM Digital Library, 2025.

  3. Frank Ehebrecht; Toni Scharle; Martin Atzmueller

    Constructing Neural Forms for Hard-Constraint PINNs with Complex Dirichlet Boundaries

    In: Rosa Meo; Fabrizio Silvestri (Hrsg.). Machine Learning and Principles and Practice of Knowledge Discovery in Databases. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD-WS), Cham, Pages 501-510, ISBN 978-3-031-74633-8, Springer Nature Switzerland, 2025.

  4. Mandala von Westenholz; Mika Patzelt; Tim Römer; Martin Atzmueller

    Generalizing Local Pattern Mining on Attributed Graphs using Simplicial Complex Abstraction

    In: Hocine Cherifi; Murat Donduran; Luis M. Rocha; Chantal Cherifi; Onur Varol (Hrsg.). Complex Networks & Their Applications XIII - Proceedings of The Thirteenth International Conference on Complex Networks and Their Applications: COMPLEX NETWORKS 2024 - Volume 1. International Conference on Complex Networks and their Applications (COMPLEX NETWORKS-2024), December 10-12, Istanbul, Turkey, Pages 298-311, Studies in Computational Intelligence (SCI), Vol. 1187, Springer, 2025.

  5. Martin Atzmueller; Tim Bohne; Anne-Kathrin Patricia Windler

    Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis

    In: Pascal Hitzler; Abhilekha Dalal; Mohammad Saeid Mahdavinejad; Sanaz Saki Norouzi (Hrsg.). Handbook on Neurosymbolic AI and Knowledge Graphs. Pages 1-25, ISBN 9781643685786, IOS Press, 3/2025.

  6. Philipp Schlinge; Steffen Meinert; Martin Atzmueller

    Comprehensive evaluation of prototype neural networks

    In: KI - Künstliche Intelligenz, German Journal on Artificial Intelligence - Organ des Fachbereiches "Künstliche Intelligenz" der Gesellschaft für Informatik e.V. (KI), Vol. online, Pages 1-20, Springer, 2025.

  7. Andreas Schliebitz; Heiko Tapken; Martin Atzmueller

    An Empirical Study on Improving SimCLR's Nonlinear Projection Head Using Pretrained Autoencoder Embeddings

    In: Proc. IEEE International Conference on Tools with Artificial Intelligence (ICTAI). International Conference on Tools with Artificial Intelligence (AAAI SSS), Los Alamitos, CA, USA, Pages 1140-1146, IEEE Computer Society, 2025.

  8. Arnab Ghosh Chowdhury; Amos Smith; Martin Atzmueller

    Enhancing Convolutional Block Attention with Self-Attention on Agricultural Image Classification

    In: Proc. IEEE International Conference on Tools with Artificial Intelligence (ICTAI). International Conference on Tools with Artificial Intelligence (AAAI SSS), Los Alamitos, CA, USA, Pages 402-407, IEEE Computer Society, 2025.

  9. Steffen Meinert; Philipp Schlinge; Nils Strodthoff; Martin Atzmueller

    ProtoMask: Segmentation-Guided Prototype Learning

    In: Proc. IEEE International Conference on Tools with Artificial Intelligence (ICTAI). International Conference on Tools with Artificial Intelligence (AAAI SSS), Los Alamitos, CA, USA, Pages 881-888, IEEE Computer Society, 2025.

  10. Martin Atzmueller; Carolina Centeio Jorge; Cláudio Rebelo de Sá; Behzad M Heravi; Jenny L Gibson; Rosaldo JF Rossetti

    Mining exceptional social behavior on attributed interaction networks

    In: Machine Learning, Vol. 114, No. 11, Pages 1-34, Springer, 2025.

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