Dr. rer. nat. Joscha Grüger

Contact +49 651 462912 8115 (Trier) Phone 2: +49 651 201 4166

Address (Trier) Gebäude HBehringstraße 2154296 Trier

Publications

PALSYN: a method for synthetic multi-perspective event log generation with differential private guarantees
Martin Kuhn; Joscha Grüger; Ralph Bergmann
In: Chiara Di Francescomarino; Marwan Hassani; Jan Mendling; Arik Senderovich (Hrsg.). Process Science, Vol. 2, No. 1, Pages 1-37, Springer Nature, Cham, 12/2025.
Case-based Data Quality Management for IoT Logs: A Case Study Focusing on Detection of Data Quality Issues
Alexander Schultheis; Yannis Bertrand; Joscha Grüger; Lukas Malburg; Ralph Bergmann; Estefanía Serral Asensio
In: Amiya Nayak (Hrsg.). IoT, Vol. 6, No. 4, MDPI, 10/2025.
Probabilistic Programming for Trace Generation (and Beyond)
Martin Kuhn; Joscha Grüger; Christoph Matheja; Andrey Rivkin
In: Joint Proceedings of the Workshops at the 46th International Conference on Application and Theory of Petri Nets and Concurrency: Petri Nets and Software Engineering (PNSE'25), Algorithms & Theories for the Analysis of Event Data (ATAED’25), and. Algorithms & Theories for the Analysis of Event Data (ATAED-2025), located at Petri Nets 2025, June 24, Paris, France, Pages 160-165, Vol. 3998,…

KI-AIM
AI-based anonymization in medicine
The use of artificial intelligence (AI) offers the opportunity to fundamentally support and revolutionize knowledge-intensive activities. In business and many scientific disciplines, the changes…
KIAFlex
Interactive AI assistance for predictive and flexible control in discharge and transition management
Ensuring optimal and continuous care for patients is a major challenge in the German healthcare system. Discharge management plays a key role in this process because it is responsible for continuity…
DaTreFo
Datentreuhänder mit verschlüsselten Datenschätzen für die Forschung
Um KI-Technologien für die medizinische Forschung zu entwickeln, werden immense Datenmengen aus aktuellen und bereits abgeschlossenen Krankheitsfällen zum Lernen benötigt. Zwar werden solche Daten in…
Pre-OnkoCase
Preliminary study for the realization of a case-oriented decision support system for treatment recommendations of skin cancer.
In the case of advanced skin cancer, treatment decisions are often based on the personal experience of the treating physician due to a lack of evidence. Significant progress can be made here with a…