Publications

Page 4 of 5.

Maximilian Hoffmann; Lukas Malburg; Ralph Bergmann
ProGAN: Toward a Framework for Process Monitoring and Flexibility by Change via Generative Adversarial Networks
In: Andrea Marrella; Barbara Weber (Hrsg.). Business Process Management Workshops. Business Process Management (BPM), Springer, 2021.
Ralph Bergmann; Mirjam Minor; Kerstin Bach; Klaus-Dieter Althoff; Héctor Munoz-Avila
Fallbasiertes Schließen
In: Günter Görz; Ute Schmid; Tanya Braun. Handbuch der Künstlichen Intelligenz. Pages 343-394, De Gruyter Oldenbourg, Berlin, Boston, 12/2020.
Klaus-Dieter Althoff; Kerstin Bach; Ralph Bergmann; Mirjam Minor
The 27th International Conference on Case-Based Reasoning
In: AI Magazine, Vol. 41, No. 1, Pages 101-102, AAAI, 4/2020.
Erik Schake; Lisa Grumbach; Ralph Bergmann
A Time-Series Similarity Measure for Case-Based Deviation Management to Support Flexible Workflow Execution
In: Ian Watson; Rosina Weber (Hrsg.). Case-Based Reasoning Research and Development: 28th International Conference, Proceedings. International …
Maximilian Hoffmann; Lukas Malburg; Patrick Klein; Ralph Bergmann
Using Siamese Graph Neural Networks for Similarity-Based Retrieval in Process-Oriented Case-Based Reasoning
In: Ian Watson; Rosina O. Weber (Hrsg.). Case-Based Reasoning Research and Development - 28th International Conference, Proceedings. International …
Christian Zeyen; Ralph Bergmann
A*-Based Similarity Assessment of Semantic Graphs
In: Ian Watson; Rosina O. Weber (Hrsg.). Case-Based Reasoning Research and Development - 28th International Conference, Proceedings. International …
Patrick Klein; Niklas Weingarz; Ralph Bergmann
Enhancing Siamese Neural Networks through Expert Knowledge for Predictive Maintenance
In: IoT Streams for Data-Driven Predictive Maintenance and IoT, Edge, and Mobile for Embedded Machine Learning. International Workshop on IoT, Edge, …
Lukas Malburg; Patrick Klein; Ralph Bergmann
Semantic Web Services for AI-Research with Physical Factory Simulation Models in Industry 4.0
In: Hervé Panetto; Kurosh Madani; Alexander V. Smirnov (Hrsg.). Proceedings of the International Conference on Innovative Intelligent Industrial …
Joscha Grüger; Ralph Bergmann; Yavuz Kazik; Martin Kuhn
Process Mining for Case Acquisition in Oncology: A Systematic Literature Review
In: Proceedings of the "Lernen, Wissen, Daten, Analysen" (LWDA) 2020 Workshops: KDML, FGWM, FGWI-BIA, and FGDB. GI-Workshop-Tage "Lernen, Wissen, …
Clarissa Dietrich; Sebastian Schriml; Ralph Bergmann; Benjamin Raue
INWEND: Using CBR to automate legal assessment in the context of the EU General Data Protection Regulation
In: Proceedings of the "Lernen, Wissen, Daten, Analysen" (LWDA) 2020 Workshops: KDML, FGWM, FGWI-BIA, and FGDB. GI-Workshop-Tage "Lernen, Wissen, …