Ralph Bergmann

Full Professor, Fachbereich IV, Trier University

Joined

February 2024

Names

Ralph Bergmann (Preferred)

Emails

****@uni-trier.de (Confirmed)

****@dfki.de (Confirmed)

Personal Links

Career & Education History

Full Professor

Fachbereich IV, Trier University (uni-trier.de)

2004 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Leveraging Taxonomy Similarity for Next Activity Prediction in Patient Treatment
Martin Kuhn, Joscha Grüger, Tobias Geyer, Ralph Bergmann
- CoRR 2025
- Readers: Everyone
AI-Driven Decision Support in Oncology: Evaluating Data Readiness for Skin Cancer Treatment
Joscha Grüger, Tobias Geyer, Tobias Brix, Michael Storck, Sonja Leson, Laura Bley, Carsten Weishaupt, Ralph Bergmann, Stephan A. Braun
- CoRR 2025
- Readers: Everyone
Combining informed data-driven anomaly detection with knowledge graphs for root cause analysis in predictive maintenance
Patrick Klein, Lukas Malburg, Ralph Bergmann
- Eng. Appl. Artif. Intell. 2025
- Readers: Everyone
Autocompletion of Architectural Spatial Configurations Using Case-Based Reasoning, Graph Clustering, and Deep Learning
Viktor Eisenstadt, Christoph Langenhan, Jessica Bielski, Ralph Bergmann, Klaus-Dieter Althoff
- ICCBR 2024
- Readers: Everyone
Large Language Models as Knowledge Engineers
Florian Brand, Lukas Malburg, Ralph Bergmann
- ICCBR Workshops 2024
- Readers: Everyone
PolArg: Unsupervised Polarity Prediction of Arguments in Real-Time Online Conversations
Mirko Lenz, Ralph Bergmann
- RATIO 2024
- Readers: Everyone
Identifying Missing Sensor Values in IoT Time Series Data: A Weight-Based Extension of Similarity Measures for Smart Manufacturing
Alexander Schultheis, Lukas Malburg, Joscha Grüger, Justin Weich, Yannis Bertrand, Ralph Bergmann, Estefanía Serral Asensio
- ICCBR 2024
- Readers: Everyone
CBRkit: An Intuitive Case-Based Reasoning Toolkit for Python
Mirko Lenz, Lukas Malburg, Ralph Bergmann
- ICCBR 2024
- Readers: Everyone
ArgServices: A Microservice-Based Architecture for Argumentation Machines
Mirko Lenz, Lorik Dumani, Ralf Schenkel, Ralph Bergmann
- RATIO 2024
- Readers: Everyone
From Internet of Things Data to Business Processes: Challenges and a Framework
Juergen Mangler, Ronny Seiger, Janik-Vasily Benzin, Joscha Grüger, Yusuf Kirikkayis, Florian Gallik, Lukas Malburg, Matthias Ehrendorfer, Yannis Bertrand, Marco Franceschetti, Barbara Weber, Stefanie Rinderle-Ma, Ralph Bergmann, Estefanía Serral Asensio, Manfred Reichert
- CoRR 2024
- Readers: Everyone

View all 209 publications

Co-Authors

View all 181 co-authors