Experience‑Based Learning Systems

Page 4 of 16.

1. 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.

2. 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.

3. 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.

4. 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.

5. 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.

6. Florian Brand; Lukas Malburg; Ralph Bergmann

   Large Language Models as Knowledge Engineers

   In: Lukas Malburg (Hrsg.). Proceedings of the Workshops at the 32nd International Conference on Case-Based Reasoning (ICCBR-WS 2024) co-located with the 32nd International Conference on Case-Based Reasoning (ICCBR 2024), Mérida, Mexico, July 1, 2024. International Conference on Case-Based Reasoning (ICCBR-2024), Pages 3-18, CEUR Workshop Proceedings, Vol. 3708, CEUR-WS.org, 2024.

7. Lisa Grewenig; Alexander Winzig; Ralph Bergmann

   Towards a Case-Based Support for Responding Emergency Calls

   In: Juan A. Recio-Garcia; Mauricio G. Orozco-del-Castillo; Derek Bridge (Hrsg.). Case-Based Reasoning Research and Development. International Conference on Case-Based Reasoning (ICCBR), July 1-4, Merida, Mexico, Pages 273-288, ISBN 978-3-031-63646-2, Springer Nature Switzerland, 2024.

8. Mirko Lenz; Ralph Bergmann

   PolArg: Unsupervised Polarity Prediction of Arguments in Real-Time Online Conversations

   In: Robust Argumentation Machines. International Conference on Recent Advances in Robust Argumentation Machines (RATIO-24), June 5-7, Bielefeld, Germany, Pages 108-126, Lecture Notes in Computer Science (LNCS), Vol. 14638, ISBN 978-3-031-63536-6, Springer Nature Switzerland, Cham, 2024.

9. Mirko Lenz; Lorik Dumani; Ralf Schenkel; Ralph Bergmann

   ArgServices: A Microservice-Based Architecture for Argumentation Machines

   In: Robust Argumentation Machines. International Conference on Recent Advances in Robust Argumentation Machines (RATIO-24), June 5-7, Bielefeld, Germany, Pages 352-369, Lecture Notes in Computer Science, Vol. 14638, ISBN 978-3-031-63536-6, Springer Nature Switzerland, Cham, 2024.

10. Ditty Mathew; Ralph Bergmann; Benjamin Weyers; Thomas Ellwart; Dominique Bohrmann; Ericson Hölzchen

    FlexiTeam: Flexible Team and Work Organization using Process-Oriented Case-Based Reasoning

    In: ICCBR POCBR’22: Workshop on Process-Oriented Case-based Reasoning at ICCBR-2022, September, 2022, Nancy, France. International Conference on Case-Based Reasoning (ICCBR-2022), CEUR Workshop Proceedings, 2024.

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