Dr. rer. nat. Joscha Grüger

Contact +49 651 201 4166 (Trier)

Address (Trier) Gebäude HBehringstraße 2154296 Trier

Publications

Challenges in Data Quality Management for IoT-Enhanced Event Logs
Yannis Bertrand; Alexander Schultheis; Lukas Malburg; Joscha Grüger; Estefanía Serral Asensio; Ralph Bergmann
In: Research Challenges in Information Science - 19th International Conference, RCIS 2025, Proceedings. IEEE International Conference on Research Challenges in Information Science (RCIS-2025), 19th International Conference on Research Challenges in Information Science, May 20-23, Seville, Spain, Pages 20-36, Lecture Notes in Business Information Processing (LNBIP), Springer, 2025.
LogPPL: A Tool for Probabilistic Process Mining
Martin Kuhn; Joscha Grüger; Christoph Matheja; Andrey Rivkin
In: Jochen De Weerdt; Giovanni Meroni; Han van der Aa; Karolin Winter (Hrsg.). ICPM Doctoral Consortium and Demo Track 2024. International Conference on Process Mining (ICPM-2024), 6th International Conference on Process Mining (ICPM 2024), located at ICPM 2024, October 14-18, Copenhagen, Denmark, Vol. 3783, CEUR Workshop Proceedings, 10/2024.
Data Petri Nets Meet Probabilistic Programming
Martin Kuhn; Joscha Grüger; Christoph Matheja; Andrey Rivkin
In: Andrea Marrella; Manuel Resinas; Mieke Jans; Michael Rosemann (Hrsg.). Proceedings of the 22nd International Conference on Business Process Management. Business Process Management (BPM-2024), September 1-6, Krakow, Poland, Pages 21-38, LNCS, Vol. 14940, ISBN 978-3-031-70396-6, Springer, Switzerland, 9/2024.

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…