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Publikationen

Seite 1 von 2.

  1. Justin Weich; Alexander Schultheis; Maximilian Hoffmann; Ralph Bergmann

    Integration of Time Series Embedding for Efficient Retrieval in Case-Based Reasoning

    In: Case-Based Reasoning Research and Development - 33rd International Conference, ICCBR 2025, Biarritz, France, June 30 - July 3rd, 2025, Proceedings. International Conference on Case-Based Reasoning (ICCBR-2025), 33rd International Conference on Case-Based Reasoning, June 30 - July 3, Biarritz, France, Lecture Notes in Computer Science (LNCS), Springer, 2025.

  2. Mirko Lenz; Maximilian Hoffmann; Ralph Bergmann

    LLsiM: Large Language Models for Similarity Assessment in Case-Based Reasoning

    In: Isabelle Bichindaritz; Beatriz Lopez (Hrsg.). Case-Based Reasoning Research and Development. International Conference on Case-Based Reasoning (ICCBR-2025), Biarritz, France, Lecture Notes in Computer Science (LNCS), Springer Nature Switzerland, Cham, 2025.

  3. Maximilian Hoffmann; Lukas Malburg; Ralph Bergmann

    Augmentation of Semantic Processes for Deep Learning Applications

    In: Applied Artificial Intelligence, Vol. 39, No. 1, Pages 1-48, Taylor & Francis, 2025.

  4. Alexander Schultheis; Maximilian Hoffmann; Lukas Malburg; Ralph Bergmann

    Explanation of Similarities in Process-Oriented Case-Based Reasoning by Visualization

    In: Case-Based Reasoning Research and Development - 31st International Conference, ICCBR 2023, Aberdeen, Scotland, July 17-20, 2023, Proceedings. International Conference on Case-Based Reasoning (ICCBR-2023), July 17-20, Pages 53-68, Lecture Notes in Computer Science, Vol. 14141, Springer, 7/2023.

  5. Lukas Malburg; Maximilian Hoffmann; Ralph Bergmann

    Applying MAPE-K control loops for adaptive workflow management in smart factories

    In: Journal of Intelligent Information Systems, Vol. 61, No. 1, Pages 83-111, Springer, 2023.

  6. Maximilian Hoffmann; Ralph Bergmann

    Ranking-Based Case Retrieval with Graph Neural Networks in Process-Oriented Case-Based Reasoning

    In: Florida OJ. International FLAIRS Conference (FLAIRS-2023), Clearwater, Florida, USA, Florida OJ, 2023.

  7. Johannes Pauli; Maximilian Hoffmann; Ralph Bergmann

    Similarity-Based Retrieval in Process-Oriented Case-Based Reasoning Using Graph Neural Networks and Transfer Learning

    In: Florida OJ. International FLAIRS Conference (FLAIRS-2023), Clearwater, Florida, USA, Florida OJ, 2023.

  8. Nicolas Schuler; Maximilian Hoffmann; Hans-Peter Beise; Ralph Bergmann

    Semi-supervised Similarity Learning in Process-Oriented Case-Based Reasoning

    In: Max Bramer; Frederic Stahl (Hrsg.). Artificial Intelligence XL. SGAI International Conference on Artificial Intelligence (AI-2023), Cambridge, Pages 159-173, ISBN 978-3-031-47994-6, Springer Nature Switzerland, 2023.

  9. Maximilian Hoffmann; Ralph Bergmann

    Using Graph Embedding Techniques in Process-Oriented Case-Based Reasoning

    In: Xiao Huang (Hrsg.). Algorithms, Vol. 15, No. 2, Page 25, MDPI, 2022.

  10. Maximilian Hoffmann; Ralph Bergmann

    Improving Automated Hyperparameter Optimization with Case-Based Reasoning

    In: Mark T. Keane; Nirmalie Wiratunga (Hrsg.). Case-Based Reasoning Research and Development. International Conference on Case-Based Reasoning (ICCBR), Springer, Cham, 2022.