Skip to main content Skip to main navigation

Experience‑Based Learning Systems

Publications

Page 1 of 17.

  1. Jürgen 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

    From Internet of Things Data to Business Processes: Challenges and a Framework

    In: Giancarlo Fortino; Massimo Mecella. Internet of Things Meets Business Process Management: A Synergistic Integration. Pages 25-61, ISBN 978-3-031-90746-3, Springer, 2026.

  2. Synthetic Log Generation Under Control-Flow Conditions Using Autoregressive Models

    In: Roberto Posenato; Irene Vanderfeesten (Hrsg.). Advanced Information Systems Engineering Workshops. International Conference on Advanced Information Systems Engineering (CAiSE-2026), International Conference on Advanced Information Systems Engineering, located at CAiSE-2026, June 8-12, Verona, Italy, Pages 12-24, ISBN 978-3-032-28160-9, Springer Nature Switzerland, 2026.

  3. Vision-Based Retrieval of Semantic Workflows in Process-Oriented Case-Based Reasoning

    In: Lukas Malburg; Kerstin Bach (Hrsg.). Case-Based Reasoning Research and Development. International Conference on Case-Based Reasoning (ICCBR-2026), Lecture Notes in Computer Science, Springer, 2026.

  4. Explanation of Similarities in Temporal Case-Based Reasoning by Visualization

    In: Case-Based Reasoning Research and Development - 34th International Conference, ICCBR 2026, Bremen, Germany, August 13th - 16th, 2026, Proceedings. International Conference on Case-Based Reasoning (ICCBR-2026), 34th International Conference on Case-Based Reasoning, August 13-16, Bremen, Germany, Lecture Notes in Computer Science (LNCS), Vol. 16780, Springer, 2026.

  5. Challenges and Support Potentials in the Development of CBR Applications

    In: Case-Based Reasoning Research and Development - 34th International Conference, ICCBR 2026, Bremen, Germany, August 13th - 16th, 2026, Proceedings. International Conference on Case-Based Reasoning (ICCBR-2026), 34th International Conference on Case-Based Reasoning, August 13-16, Bremen, Germany, Lecture Notes in Computer Science (LNCS), Vol. 16780, Springer, 2026.

  6. Franz Pawlus; Justin Weich; Markus Nilles

    Advancing NL2SPARQL via Agentic Workflow Design and Dynamic URI Grounding

    In: European Semantic Web Conference. European Semantic Web Conference (ESWC-2026), 23rd European Semantic Web Conference, May 12-14, Dubrovnik, Croatia, Pages 457-475, Springer, 2026.

  7. Towards Structured Knowledge Reuse to Support Design for Manufacturability: A Case-Based Reasoning Approach

    In: Iris Gräßler (Hrsg.). Proceedings of the International Symposium on Hybrid Intelligence in Product and Production Engineering HIPPE 2026. International Symposium on Hybrid Intelligence in Product and Production Engineering (HIPPE-2026), March 24-26, Paderborn, Germany, University of Paderborn, 2026.

  8. Automatic Generation of Technical Drawings Using the Model Context Protocol

    In: Iris Gräßler (Hrsg.). HIPPE Proceedings. International Symposium on Hybrid Intelligence in Product and Production Engineering (HIPPE-2026), March 24-26, Paderborn, Germany, University of Paderborn, 2026.

  9. Ronny Seiger; Sara Pettinari; Lukas Malburg

    Autonomous Mobile Robots with Business Process Management Systems at the Edge

    In: European Conference on Software Architecture (ECSA 2026). European Conference on Software Architecture (ECSA-2026), Lecture Notes in Computer Science, Springer, 2026.

  10. Christian Imenkamp; Yannis Bertrand; Lukas Malburg; Andrea Maldonado; Jari Peeperkorn; Pascal Schiessle; Agnes Koschmider

    LIQUID: Linking Data Quality Issues to Deviations in IoT-Enhanced Process Mining

    In: Enterprise Design, Operations, and Computing (EDOC 2026). Enterprise Distributed Object Computing (EDOC-2026), Lecture Notes in Computer Science, Springer, 2026.

Contact

Office:
Silke Kruft
Phone: +49 651 46291 8118

Deutsches Forschungszentrum für
Künstliche Intelligenz GmbH (DFKI)
DFKI Branch Trier
Experience-based Learning Systems
Behringstraße 21
54296 Trier
Germany