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Publikationen

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  1. Yannis Bertrand; Alexander Schultheis; Lukas Malburg; Joscha Grüger; Estefaní­a Serral Asensio; Ralph Bergmann

    Challenges in Data Quality Management for IoT-Enhanced Event Logs

    In: Research Challenges in Information Science - 19th International Conference, RCIS 2025, Proceedings. IEEE International Conference on Research Challenges in Information Science (RCIS-2025), 19th International Conference on Research Challenges in Information Science, May 20-23, Seville, Spain, Pages 20-36, Lecture Notes in Business Information Processing (LNBIP), Springer, 2025.

  2. 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.

  3. 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, Lecture Notes in Computer Science (LNCS), Springer, 2025.

  4. 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.

  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. Alexander Schultheis

    Exploring a Hybrid Case-Based Reasoning Approach for Time Series Adaptation in Predictive Maintenance

    In: Lukas Malburg (Hrsg.). Proceedings of the Workshops at the 32nd International Conference on Case-Based Reasoning (ICCBR-WS 2024). International Conference on Case-Based Reasoning (ICCBR-2024), co-located with the 31st International Conference on Case-Based Reasoning (ICCBR 2024), located at 31st International Conference on Case-Based Reasoning (ICCBR 2024), July 1-5, Merida, Mexico, CEUR Workshop Proceedings, CEUR-WS.org. 7/2024.

  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 (LNCS), Springer, 6/2024.

  8. Alexander Schultheis; Christian Zeyen; Ralph Bergmann

    An Overview and Comparison of Case-Based Reasoning Frameworks

    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, Aberdeen, United Kingdom, Pages 327-343, Lecture Notes in Computer Science, Vol. 14141, Springer, 7/2023.

  9. 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.

  10. Lukas Malburg; Alexander Schultheis; Ralph Bergmann

    Modeling and Using Complex IoT Time Series Data in Case-Based Reasoning: From Application Scenarios to Implementations

    In: Lukas Malburg; Deepika Verma (Hrsg.). Proceedings of the Workshops at the 31st International Conference on Case-Based Reasoning (ICCBR-WS 2023). International Conference on Case-Based Reasoning (ICCBR-2023), co-located with the 31st International Conference on Case-Based Reasoning (ICCBR 2023), July 17, Aberdeen, Scotland, United Kingdom, Pages 81-96, CEUR Workshop Proceedings, Vol. 3438, CEUR-WS.org, 2023.