Publications

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1. Yannis Bertrand; Alexander Schultheis; Lukas Malburg; Joscha Grüger; Estefaní­a Serral Asensio; Ralph Bergmann

   Challenges in Data Quality Management for IoT-Enhanced Event Logs

   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.

2. Martin Kuhn; Joscha Grüger; Christoph Matheja; Andrey Rivkin

   LogPPL: A Tool for Probabilistic Process Mining

   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.

3. Martin Kuhn; Joscha Grüger; Christoph Matheja; Andrey Rivkin

   Data Petri Nets Meet Probabilistic Programming

   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.

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

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

   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 (LNCS), Springer, 6/2024.

5. Fabrizio Fornari; Ivan Compagnucci; Massimo Callisto De Donato; Yannis Bertrand; Harry H. Beyel; Emilio Carrión; Marco Franceschetti; Wolfgang Groher; Joscha Grüger; Emre Kilic; Agnes Koschmider; Francesco Leotta; Chiao-Yun Li; Giovani Lugaresi; Lukas Malburg; Juergen Mangler; Massimo Mecella; Oscar Pastor; Uwe Riss; Ronny Seiger; Estefania Serral; Victoria Torres; Pedro Valderas

   Digital Twins of Business Processes: A research manifesto

   In: Internet of Things, Vol. 0, Page 101477, Elsevier, 2024.

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

   Declarative Guideline Conformance Checking of Clinical Treatments: A Case Study

   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.

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

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

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

8. Joscha Grüger; Tobias Geyer; David Jilg; Ralph Bergmann

   SAMPLE: A semantic approach for multi-perspective event log generation

   In: Marco Montali; Arik Senderovich; Matthias Weidlich (Hrsg.). Process Mining Workshops. International Conference on Process Mining (ICPM-2022), Bolzano, Italy, Vol. 468, ISBN 978-3-031-27814-3, Springer, Cham, 2023.

9. Joscha Grüger; Lukas Malburg; Ralph Bergmann

   IoT-enriched event log generation and quality analytics: a case study

   In: IT - information technology (IT), De Gruyter, 2023.

10. David Jilg; Joscha Grüger; Tobias Geyer; Ralph Bergmann

    DALG: The Data Aware Event Log Generator

    In: BPM 2023 Best Dissertation Award, Doctoral Consortium, and Demonstration & Resources Forum. BPM Demo Track (BPMTracks-2023), Ceur-WS, 2023.

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