Publikationen

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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 …
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 …
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. …
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, …
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. …
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. …
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.
Juergen Mangler; Joscha Grüger; Lukas Malburg; Matthias Ehrendorfer; Yannis Bertrand; Janik-Vasily Benzin; Stefanie Rinderle-Ma; Estefania Serral Asensio; Ralph Bergmann
DataStream XES Extension: Embedding IoT Sensor Data into Extensible Event Stream Logs
In: Future Internet (MDPI), Vol. 15, No. 3, Pages XX-XX, MDPI, 2023.
Joscha Grüger; Lukas Malburg; Ralph Bergmann
IoT-enriched event log generation and quality analytics: a case study
In: IT - information technology (IT), De Gruyter, 2023.
Lukas Malburg; Patrick Klein; Ralph Bergmann
Converting semantic web services into formal planning domain descriptions to enable manufacturing process planning and scheduling in industry 4.0
In: International Journal Engineering Applications of Artificial Intelligence (EAAI), Vol. 126, Pages 106727-106727, Elsevier, 2023.