Publications

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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.
Lisa Grumbach; Ralph Bergmann
A Case-Based Approach for Workflow Flexibility by Deviation
In: Stewart Massie; Sutanu Chakraborti (Hrsg.). Case-Based Reasoning Research and Development - 31st International Conference, ICCBR 2023, Aberdeen, …
Felix Theusch; Lukas Seemann; Achim Guldner; Stefan Naumann; Ralph Bergmann
Towards Machine Learning-based Digital Twins in Cyber-Physical Systems
In: Gianfranco Lombardo; Marco Picone; Diego Reforgiato Recupero; Giuseppe Vizzari (Hrsg.). Proceedings of The First Workshop on AI for Digital Twins …
David Jilg; Joscha Grüger; Tobias Geyer; Ralph Bergmann
DALG: The Data Aware Event Log Generator
In: BPM 2023 Best Dissertation Award, Doctoral Consortium, and Demonstration & Resources Forum. BPM Demo Track (BPMTracks-2023), Ceur-WS, 2023.
Nicolas Schuler; Maximilian Hoffmann; Hans-Peter Beise; Ralph Bergmann
Semi-supervised Similarity Learning in Process-Oriented Case-Based Reasoning
In: Max Bramer; Frederic Stahl (Hrsg.). Artificial Intelligence XL. SGAI International Conference on Artificial Intelligence (AI-2023), Cambridge, …
Carsten Maletzki; Eric Rietzke; Ralph Bergmann
Utilizing Expert Knowledge to Support Medical Emergency Call Handling
In: Christoph Beierle; Marco Ragni; Frieder Stolzenburg; Kai Sauerwald; Matthias Thimm (Hrsg.). Proceedings of the 8th Workshop on Formal and …
Christian Zeyen; Rudolf Koch; Sven Schwarz; Heiko Maus; Ralph Bergmann
Towards Experience-based Assistance for Personal Robotic Process Automation by Process-Oriented Case-based Reasoning
In: ICCBR POCBR'22: Workshop on Process-Oriented Case-based Reasoning at ICCBR-2022. Workshop on Process-Oriented Case-Based Reasoning (POCBR-2022), …
Joscha Grüger; Martin Kuhn; Ralph Bergmann
Reconstructing invisible deviating events: A conformance checking approach for recurring events
In: Mathematical Biosciences and Engineering (MBE), Vol. 19, No. 11 - Special Issue: Computational Methods for Process Mining in Healthcare, Pages …