Publikationen

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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.
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.
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.
Fabrizio Fornari; Ivan Compagnucci; Massimo Callisto De Donato; Yannis Bertrand; Harry H. Beyel; Emilio Carrión; Marco Franceschetti; Wolfgang Groher; Joscha Grüger; Emre Kilic; Agnes Koschmider; Francesco Leotta; Chiao-Yun Li; Giovani Lugaresi; Lukas Malburg; Juergen Mangler; Massimo Mecella; Oscar Pastor; Uwe Riss; Ronny Seiger; Estefania Serral; Victoria Torres; Pedro Valderas
Digital Twins of Business Processes: A research manifesto
In: Internet of Things, Vol. 0, Page 101477, Elsevier, 2024.
Ronny Seiger; Lukas Malburg
Revision of a Smart Factory Software Architecture from Monolith to Microservices
In: Monika Kaczmarek-Heß; Kristina Rosenthal; Marek Suchánek; Miguel Mira Da Silva; Henderik A. Proper; Marianne Schnellmann (Hrsg.). Enterprise Design, Operations, and Computing. EDOC 2024 Forum, Vienna, Austria, September 10-13, 2024. Enterprise Distributed Object Computing (EDOC-2024), Pages 203-220, Lecture Notes in Business Information Processing, Vol. 537, ISBN 978-3-031-79058-4, Springer, 2024.
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.
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, Operations, and Computing (EDOC) Workshops 2022. Enterprise Distributed Object Computing (EDOC-2022), October 3-7, Bozen, Italy, Pages 79-95, Lecture Notes in Business Information Processing, Vol. 466, 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.