Erfahrungsbasierte Lernende Systeme

Seite 2 von 16.

1. Ronny Seiger; Alexander Schultheis; Ralph Bergmann

   Case-Based Activity Detection from Segmented Internet of Things Data

   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, Pages 438-453, 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. Guillermo Jimenez-Diaz; Mirko Lenz; Lukas Malburg; Belen Diaz-Agudo; Ralph Bergmann

   A Framework for Supporting the Iterative Design of CBR Applications

   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, Cham, 2025.

4. Ralph Bergmann; Florian Brand; Mirko Lenz; Lukas Malburg

   EXAR: A Unified Experience-Grounded Agentic Reasoning Architecture

   In: Isabelle Bichindaritz; Beatriz Lopez (Hrsg.). Case-Based Reasoning Research and Development. International Conference on Case-Based Reasoning (ICCBR-2025), Cham, France, Pages 3-17, Lecture Notes in Computer Science (LNCS), Springer, 2025.

5. Maxim Hotz; Lukas Malburg; Ralph Bergmann

   Advanced Search Techniques for Determining Optimal Sequences of Adaptation Rules in Process-Oriented Case-Based Reasoning

   In: Isabelle Bichindaritz; Beatriz Lopez (Hrsg.). Case-Based Reasoning Research and Development - 33rd International Conference, ICCBR 2025, Biarritz, France, June 30 - July 3, 2025, Proceedings. International Conference on Case-Based Reasoning (ICCBR-2025), Pages 236-251, Lecture Notes in Computer Science, Vol. 15662, Springer, 2025.

6. 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.

7. Benjamin Alt; Sebastian Bast; Matthias Babel; Julian Buitmann; Lars Creutz; Guido Dartmann; Marvin Ehaus; Thomas Engel; Fabian Gast; Nina Großegesse; Achim Guldner; Nils Jahnke; David Jilg; Marc-Fabian Körner; Justus Leskow; Johannes Mundorf; Stefan Naumann; Alexandra Pehlken; Marvin Schacht; Leo Schick; Tobias Schlagenhauf; Alexander Schultheis; Karsten Schörner; Sebastian Straub; Jens Strüker; Ralph Traphöner; Moritz-André Weiher

   Bewertung von Edge-Cloud-Systemen: Vorgehen, Instrumente und Metriken

   Institut für Innovation und Technik (iit) in der VDI/VDE Innovation + Technik GmbH, 2025.

8. Martin Kuhn; Yannik Warnecke; Daniel Preciado-Marquez; Joscha Grüger; Laura Isabell Bley; Michael Storck; Carsten Weishaupt; Ralph Bergmann; Stephan Alexander Braun

   Clinical Decision Support for Skin Tumor Treatment: A Case-Based Reasoning Approach

   In: Isabelle Bichindaritz; Beatriz López (Hrsg.). Case-Based Reasoning Research and Development. International Conference on Case-Based Reasoning (ICCBR), 33rd International Conference on Case-Based Reasoning, located at ICCBR-2025, June 30 - July 3, Biarritz, France, Pages 407-422, ISBN 978-3-031-96559-3, Springer Nature Switzerland, 2025.

9. Joscha Grüger; Martin Kuhn; Karim Amri; Ralph Bergmann

   Research Paper: Enhancing Healthcare Decision-Making with Analogy-Based Reasoning

   In: Andrea Delgado; Tijs Slaats (Hrsg.). Process Mining Workshops. International Conference on Process Mining (ICPM-2024), 6th International Conference on Process Mining, located at ICPM-2024, October 14-18, Copenhagen, Denmark, Pages 447-459, ISBN 978-3-031-82225-4, Springer Nature Switzerland, 2025.

10. Yannik Warnecke; Martin Kuhn; Felix Diederichs; Tobias J Brix; Lena Clever; Ralph Bergmann; Dominik Heider; Michael Storck

    Towards Fairness in Synthetic Healthcare Data: A Framework for the Evaluation of Synthetization Algorithms

    In: Studies in Health Technology and Informatics, Vol. 331, Pages 25-34, IOS Press, Netherlands, 2025.

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