Publications

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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 …
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.
Lukas Malburg; Florian Brand; Ralph Bergmann
Adaptive Management of Cyber-Physical Workflows by Means of Case-Based Reasoning and Automated Planning
In: Tiago Prince Sales; Henderik A. Proper; Giancarlo Guizzardi; Marco Montali; Fabrizio Maria Maggi; Claudenir M. Fonseca (Hrsg.). Enterprise Design, …
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; 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). …
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.
Maximilian Hoffmann; Lukas Malburg; Nico Bach; Ralph Bergmann
GPU-Based Graph Matching for Accelerating Similarity Assessment in Process-Oriented Case-Based Reasoning
In: Mark T. Keane; Nirmalie Wiratunga (Hrsg.). Case-Based Reasoning Research and Development. International Conference on Case-Based Reasoning …
Joscha Grüger; Lukas Malburg; Jürgen Mangler; Yannis Bertrand; Stefanie Rinderle-Ma; Ralph Bergmann; Estefanía Serral Asensio
SensorStream: An XES Extension for Enriching Event Logs with IoT-Sensor Data
In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2206.11392, Pages 1-21, arXiv, 2022.