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Joscha Grüger, M.Sc.

Organizational unit Smart Data & Knowledge Services
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Publications

Identifying Missing Sensor Values in IoT Time Series Data: A Weight-Based Extension of Similarity Measures for Smart Manufacturing

Alexander Schultheis; Lukas Malburg; Joscha Grüger; Justin Weich; Yannis Bertrand; Ralph Bergmann; Estefanía Serral Asensio

In: Juan A. Recio-Garcia; Mauricio G. Orozco-del-Castillo; Derek Bridge (Hrsg.). Case-Based Reasoning Research and Development - 32nd International Conference, ICCBR 2024, Merida, Mexico, July 1-4, 2024, Proceedings. International Conference on Case-Based Reasoning (ICCBR-2024), July 1-4, Merida, Mexico, Lecture Notes in Computer Science, Springer, 2024.

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Declarative Guideline Conformance Checking of Clinical Treatments: A Case Study

Joscha Grüger; Tobias Geyer; Martin Kuhn; Stephan Alexander Braun; Ralph Bergmann

In: Cristina Cabanillas; Niels Frederik Garmann-Johnsen; Agnes Koschmider (Hrsg.). Business Process Management Workshops. Business Process Management (BPM-2022), 10th International Workshop on DEClarative, DECision and Hybrid approaches to processes, located at 20th International Conference on Business Process Management, Vol. 460, ISBN 978-3-031-25382-9, Springer, Cham, 2/2023.

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DataStream XES Extension: Embedding IoT Sensor Data into Extensible Event Stream Logs

Juergen Mangler; Joscha Grüger; Lukas Malburg; Matthias Ehrendorfer; Yannis Bertrand; Janik-Vasily Benzin; Stefanie Rinderle-Ma; Estefania Serral Asensio; Ralph Bergmann

In: Future Internet (MDPI), Vol. 15, No. 3, Pages XX-XX, MDPI, 2023.

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All publications

Profile

  • 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…

    KIAFlex

  • 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…

    Pre-OnkoCase