Publikationen

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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.
Peter Pfeiffer; Peter Fettke
Trace vs. Time: Entropy Analysis and Event Predictability of Traceless Event Sequencing
In: Andrea Marrella; Manuel Resinas; Mieke Jans; Michael Rosemann (Hrsg.). Business Process Management Forum. Business Process Management (BPM-2024), Cham, Pages 72-89, ISBN 978-3-031-70418-5, Springer Nature Switzerland, 2024.
Michael Grohs; Peter Pfeiffer; Jana-Rebecca Rehse
Proactive conformance checking: An approach for predicting deviations in business processes
In: Information Systems (IS), Vol. 102461, Springer, 2024.
Johannes Lahann; Peter Pfeiffer; Peter Fettke
LSTM-based Anomaly Detection of Process Instances: Benchmark and Tweaks
In: Proceedings of the 4th International Conference on Process Mining (Workshops). International Conference on Process Mining (ICPM-2022), Process Mining Workshops, October 23-28, Bolzano, Italy, Lecture Notes in Business Information Processing, Springer, 2023.
Peter Pfeiffer; Johannes Lahann; Peter Fettke
The Label Ambiguity Problem in Process Prediction
In: Cristina Cabanillas; Niels Frederik Garmann-Johnsen; Agnes Koschmider (Hrsg.). Business Process Management Workshops. International Workshop on Artificial Intelligence for Business Process Management (AI4BPM-2022), September 11-15, Münster, Germany, Pages 37-44, ISBN 978-3-031-25383-6, Springer International Publishing, 2023.
Peter Pfeiffer
Towards Process Representation Models for Business Process Management
In: AAAI 2023 Bridge Program on Artificial Intelligence and Business Process Management. AAAI Workshops (AI4BPM@AAAI-2022), located at AAAI, February 7-8, Washington, DC, USA, online, 2023.
Michael Grohs; Peter Pfeiffer; Jana-Rebecca Rehse
Business Process Deviation Prediction: Predicting Non-Conforming Process Behavior
In: 2023 5th International Conference on Process Mining (ICPM). International Conference on Process Mining (ICPM-2023), Pages 113-120, IEEE, 2023.
Peter Pfeiffer; Heike Sander; Peter Fettke; Wolfgang Reisig
Towards a Standard Process enabling AI-support for Safety and Conformity of Medical Devices
In: Proceedings of HEDA-2022. The International Health Data Workshop (HEDA-2022), located at International Conference on Application and Theory of Petri Nets and Concurrency, June 19-24, Bergen, Norway, CEUR, 11/2022.
Peter Pfeiffer
Business Process Representation Learning
In: Christian Janiesch; Chiara Di Francescomarino; Thomas Grisold; Akhil Kumar; Jan Mendling; Brian Pentland; Hajo Reijers; Mathias Weske; Robert Winter (Hrsg.). BPM 2022 Best Dissertation Award, Doctoral Consortium, and Demonstration & Resources Track. Business Process Management (BPM-2022), Münster, Germany, CEUR, 9/2022.
Adrian Rebmann; Peter Pfeiffer; Peter Fettke; Han van der Aa
Multi-perspective Identification of Event Groups for Event Abstraction
In: Lecture Notes in Business Information Processing. International Conference on Process Mining (ICPM-2022), Process Mining Workshops, October 23-28, Bolzano, Italy, Springer, 2022.