Erfahrungsbasierte Lernende Systeme

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1. Mirko Lenz; Ralph Bergmann

   ArgueMapper Assistant: Interactive Argument Mining Using Generative Language Models

   In: Max Bramer; Frederic Stahl (Hrsg.). Artificial Intelligence XLI. SGAI International Conference on Artificial Intelligence (AI-2024), 44th SGAI International Conference on Artificial Intelligence, December 17-19, Cambridge, United Kingdom, Pages 189-203, Lecture Notes in Computer Science (LNCS), Vol. 15446, ISBN 978-3-031-77915-2, Springer Nature Switzerland, Cham, 2025.

2. Patrick Klein; Lukas Malburg; Ralph Bergmann

   Combining informed data-driven anomaly detection with knowledge graphs for root cause analysis in predictive maintenance

   In: Engineering Applications of Artificial Intelligence, Vol. 145, Page 110152, Elsevier, 2025.

3. Alexander Schultheis; David Jilg; Lukas Malburg; Simon Bergweiler; Ralph Bergmann

   Towards Flexible Control of Production Processes: A Requirements Analysis for Adaptive Workflow Management and Evaluation of Suitable Process Modeling Languages

   In: Minghai Yuan; Fengque Pei (Hrsg.). Processes, Vol. 12, No. 12, Pages 1-20, MDPI, 12/2024.

4. Martin Kuhn; Joscha Grüger; Christoph Matheja; Andrey Rivkin

   LogPPL: A Tool for Probabilistic Process Mining

   In: Jochen De Weerdt; Giovanni Meroni; Han van der Aa; Karolin Winter (Hrsg.). ICPM Doctoral Consortium and Demo Track 2024. International Conference on Process Mining (ICPM-2024), 6th International Conference on Process Mining (ICPM 2024), located at ICPM 2024, October 14-18, Copenhagen, Denmark, Vol. 3783, CEUR Workshop Proceedings, 10/2024.

5. Alexander Schultheis; Benjamin Alt; Sebastian Bast; Achim Guldner; David Jilg; Darko Katic; Johannes Mundorf; Tobias Schlagenhauf; Sebastian Weber; Ralph Bergmann; Simon Bergweiler; Lars Creutz; Guido Dartmann; Lukas Malburg; Stefan Naumann; Mahdi Rezapour; Martin Ruskowski

   EASY: Energy-Efficient Analysis and Control Processes in the Dynamic Edge-Cloud Continuum for Industrial Manufacturing

   In: KI - Künstliche Intelligenz, German Journal on Artificial Intelligence - Organ des Fachbereiches "Künstliche Intelligenz" der Gesellschaft für Informatik e.V. (KI), Springer, 9/2024.

6. Martin Kuhn; Joscha Grüger; Christoph Matheja; Andrey Rivkin

   Data Petri Nets Meet Probabilistic Programming

   In: Andrea Marrella; Manuel Resinas; Mieke Jans; Michael Rosemann (Hrsg.). Proceedings of the 22nd International Conference on Business Process Management. Business Process Management (BPM-2024), September 1-6, Krakow, Poland, Pages 21-38, LNCS, Vol. 14940, ISBN 978-3-031-70396-6, Springer, Switzerland, 9/2024.

7. Alexander Schultheis; Lukas Malburg; Joscha Grüger; Justin Weich; Yannis Bertrand; Ralph Bergmann; Estefanía Serral Asensio

   Identifying Missing Sensor Values in IoT Time Series Data: A Weight-Based Extension of Similarity Measures for Smart Manufacturing

   In: Juan A. Recio-Garcia; Mauricio G. Orozco-del-Castillo; Derek Bridge (Hrsg.). Case-Based Reasoning Research and Development - 32nd International Conference, ICCBR 2024, Merida, Mexico, July 1-4, 2024, Proceedings. International Conference on Case-Based Reasoning (ICCBR-2024), July 1-4, Merida, Mexico, Lecture Notes in Computer Science, Springer, 6/2024.

8. Carsten Maletzki; Christian Elsenbast; Melanie Reuter-Oppermann

   Towards Human-AI Interaction in Medical Emergency Call Handling

   In: Tung X. Bui (Hrsg.). 57th Hawaii International Conference on System Sciences, HICSS 2024, Hilton Hawaiian Village Waikiki Beach Resort, Hawaii, USA, January 3-6, 2024. Hawaii International Conference on System Sciences (HICSS-2024), 57th Hawaii International Conference on System Sciences, January 3-6, Honolulu, Hilton Hawaiian Village Waikiki Beach Resort, HI, USA, Pages 3374-3383, ScholarSpace, 2024.

9. Lukas Malburg; Maxim Hotz; Ralph Bergmann

   Improving Complex Adaptations in Process-Oriented Case-Based Reasoning by Applying Rule-Based Adaptation

   In: Case-Based Reasoning Research and Development - 32nd International Conference, ICCBR 2024, Merida, Mexico, July 1-4, 2024, Proceedings. International Conference on Case-Based Reasoning (ICCBR-2024), Pages 50-66, Lecture Notes in Computer Science, Vol. 14775, Springer, 2024.

10. Mirko Lenz; Lukas Malburg; Ralph Bergmann

    CBRkit: An Intuitive Case-Based Reasoning Toolkit for Python

    In: Case-Based Reasoning Research and Development. International Conference on Case-Based Reasoning (ICCBR-2024), Merida, Mexico, Pages 289-304, Lecture Notes in Computer Science (LNCS), Vol. 14775, ISBN 978-3-031-63646-2, Springer Nature Switzerland, Cham, 2024.

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