Publications

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Joscha Grüger; Tobias Geyer; Martin Kuhn; Stephan Alexander Braun; Ralph Bergmann
Declarative Guideline Conformance Checking of Clinical Treatments: A Case Study
In: Cristina Cabanillas; Niels Frederik Garmann-Johnsen; Agnes Koschmider (Hrsg.). Business Process Management Workshops. Business Process Management …
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.
Maximilian Hoffmann; Ralph Bergmann
Ranking-Based Case Retrieval with Graph Neural Networks in Process-Oriented Case-Based Reasoning
In: Florida OJ. International FLAIRS Conference (FLAIRS-2023), Clearwater, Florida, USA, Florida OJ, 2023.
Johannes Pauli; Maximilian Hoffmann; Ralph Bergmann
Similarity-Based Retrieval in Process-Oriented Case-Based Reasoning Using Graph Neural Networks and Transfer Learning
In: Florida OJ. International FLAIRS Conference (FLAIRS-2023), Clearwater, Florida, USA, Florida OJ, 2023.
Joscha Grüger; Tobias Geyer; David Jilg; Ralph Bergmann
SAMPLE: A semantic approach for multi-perspective event log generation
In: Marco Montali; Arik Senderovich; Matthias Weidlich (Hrsg.). Process Mining Workshops. International Conference on Process Mining (ICPM-2022), …
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.