Institut für Wirtschaftsinformatik

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1. Chantale Lauer; Peter Pfeiffer; Alexander Michael Rombach; Nijat Mehdiyev

   Conversational Business Process Modeling using LLMs: Initial Results and Challenges

   In: Luise Pufahl; Jana-Rebecca Rehse (Hrsg.). EMISA 2025. International Workshop on Enterprise Modelling and Information Systems Architectures (EMISA-2025), 15th International Workshop on Enterprise Modelling and Information Systems Architectures, located at EMISA 2025, Heilbronn, Germany, Gesellschaft für Informatik e.V. Bonn, 5/2025.

2. Constantin Houy; Oliver Gutermuth; Sharam Dadashnia; Peter Loos

   Digitale Polizeiarbeit

   In: Tanja Klenk; Frank Nullmeier; Göttrik Wewer. Handbuch Digitalisierung in Staat und Verwaltung. Pages 649-660, ISBN 978-3-658-37372-6, Springer VS, Wiesbaden, 2/2025.

3. Alexander Michael Rombach; Peter Fettke

   Deep Learning Based Key Information Extraction from Business Documents: Systematic Literature Review

   In: ACM Computing Surveys (CSUR), Vol. 58, No. 2, Pages 1-37, Association for Computing Machinery, New York, NY, USA, 2025.

4. Damun Mollahassani; Martin Becker; Andreas Emrich; Peter Fettke; Jens C Göbel

   Generating additional Engineering Knowledge in Smart Product Value Creation Networks

   In: Dimitris Mourtzis (Hrsg.). 35th CIRP Design 2025. CIRP Design 2025, located at CIRP Design 2025, Pages 630-635, Vol. 136, Elsevier, 2025.

5. Maxim Majlatow; Fahim Ahmed Shakil; Andreas Emrich; Nijat Mehdiyev

   Uncertainty-Aware Predictive Process Monitoring in Healthcare: Explainable Insights into Probability Calibration for Conformal Prediction

   In: Rui Araújo; Jia-Lien Hsu (Hrsg.). Applied Sciences, Vol. 15, No. 14, Pages 1-42, MDPI, 2025.

6. Andreas Emrich; Jan Gronewald; Michael Frey; Anna K. Hildebrandt; Andreas Hildebrandt; Peter Loos

   Understanding Agentic Systems as Business Processes: A Vision for Process-Driven GenAI Engineering

   In: Tobias Greff; Peter Pfeiffer (Hrsg.). Joint Proceedings of the WI 2025 Workshops Regulation of AI Systems and Gen AI for Business Process Management. Internationale Tagung Wirtschaftsinformatik (WI-2025), Workshop on Gen AI for Business Process Management, located at WI-2025, September 13-17, Münster, Germany, CEUR Workshops, 2025.

7. Alexander Michael Rombach; Johannes Lahann; Tim Niesen; Peter Fettke

   Utilizing Deep Learning for Field-Level Information Extraction from German Real Estate Tax Notices

   In: Journal of Emerging Technologies in Accounting (JETA), Vol. 22, Pages 1-18, American Accounting Association, 12/2024.

8. Nijat Mehdiyev; Maxim Majlatow; Peter Fettke

   Augmenting post-hoc explanations for predictive process monitoring with uncertainty quantification via conformalized Monte Carlo dropout

   In: Data & Knowledge Engineering (DKE), Vol. 156 (March 2025), Pages 1-29, Elsevier B.V. 12/2024.

9. Deborah Baum; Kevin Baum; Sasha Zamani; Christian Bennoit; Dirk Werth

   Transparent Transparency Developing a Scheme for Understanding Transparency Requirements

   In: Bernhard Steffen (Hrsg.). Bridging the Gap Between AI and Reality - Second International Conference, Proceedings. International Conference on Bridging the Gap between AI and Reality (AiSoLA-2024), October 30 - November 3, Crete, Greece, Pages 55-73, Lecture Notes in Computer Science (LNCS), Vol. 15217, ISBN 978-3-031-75433-3, Springer, Cham, 12/2024.

10. Nijat Mehdiyev; Maxim Majlatow; Peter Fettke

    Counterfactual Explanations in the Big Picture: An Approach for Process Prediction-Driven Job-Shop Scheduling Optimization

    In: Cognitive Computation, Vol. 16, No. 5, Pages 2674-2700, Springer, 9/2024.

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