Publications

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Maximilian Hoffmann; Ralph Bergmann
Using Graph Embedding Techniques in Process-Oriented Case-Based Reasoning
In: Xiao Huang (Hrsg.). Algorithms, Vol. 15, No. 2, Page 25, MDPI, 2022.
Joscha Grüger; Tobias Geyer; Ralph Bergmann; Stephan Alexander Braun
CGK4PM: Towards a Methodology for the Systematic Generation of Clinical Guideline Process Models and the Utilization of Conformance Checking
In: José Manuel Ferreira Machado (Hrsg.). BioMedInformatics, Vol. 2, Pages 359-374, MDPI, 2022.
Joscha Grüger; Tobias Geyer; Martin Kuhn; Stephan Alexander Braun; Ralph Bergmann
Verifying Guideline Compliance in Clinical Treatment Using Multi-perspective Conformance Checking: A Case Study
In: Jorge Munoz-Gama; Xixi Lu (Hrsg.). Process Mining Workshops. ICPM 2021. International Conference on Process Mining (ICPM-2021), Vol. 433, …
Maximilian Hoffmann; Ralph Bergmann
Improving Automated Hyperparameter Optimization with Case-Based Reasoning
In: Mark T. Keane; Nirmalie Wiratunga (Hrsg.). Case-Based Reasoning Research and Development. International Conference on Case-Based Reasoning …
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.
Omair Shahzad Bhatti; Michael Barz; Daniel Sonntag
Leveraging Implicit Gaze-Based User Feedback for Interactive Machine Learning
In: Ralph Bergmann; Lukas Malburg; Stephanie C. Rodermund; Ingo J. Timm (Hrsg.). KI 2022: Advances in Artificial Intelligence. German Conference on …
Lukas Malburg; Manfred-Peter Rieder; Ronny Seiger; Patrick Klein; Ralph Bergmann
Object Detection for Smart Factory Processes by Machine Learning
In: The 12th International Conference on Ambient Systems, Networks and Technologies (ANT) / The 4th International Conference on Emerging Data and …
Eric Rietzke; Carsten Maletzki; Ralph Bergmann; Norbert Kuhn
Execution of Knowledge-Intensive Processes by Utilizing Ontology-Based Reasoning
In: Journal on Data Semantics (JoDS), Vol. 2021, Pages 1-16, Springer, 2021.
Lukas Malburg; Maximilian Hoffmann; Simon Trumm; Ralph Bergmann
Improving Similarity-Based Retrieval Efficiency by Using Graphic Processing Units in Case-Based Reasoning
In: Proceedings of the 34th International Florida Artificial Intelligence Research Society Conference. International FLAIRS Conference (FLAIRS-2021), …