Joscha Grüger

According to our database, Joscha Grüger authored at least 31 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

An object-centric core metamodel for IoT-enhanced event logs.

Yannis Bertrand, Christian Imenkamp, Lukas Malburg, Matthias Ehrendorfer, Marco Franceschetti, Joscha Grüger, Francesco Leotta, Jürgen Mangler, Ronny Seiger, Agnes Koschmider, Stefanie Rinderle-Ma, Barbara Weber, Estefanía Serral

CoRR, June, 2025

AI-Driven Decision Support in Oncology: Evaluating Data Readiness for Skin Cancer Treatment.

Joscha Grüger, Tobias Geyer, Tobias Brix, Michael Storck, Sonja Leson, Laura Bley, Carsten Weishaupt, Ralph Bergmann, Stephan A. Braun

CoRR, March, 2025

Leveraging Taxonomy Similarity for Next Activity Prediction in Patient Treatment.

Martin Kuhn, Joscha Grüger, Tobias Geyer, Ralph Bergmann

CoRR, March, 2025

PALSYN: a method for synthetic multi-perspective event log generation with differential private guarantees.

Martin Kuhn, Joscha Grüger, Ralph Bergmann

Process Sci., 2025

Unveiling real-world process-related problems in hospitals: a Delphi study.

Joscha Grüger, Emmelien De Roock, Niels Martin, Filip Van Droogenbroeck, Ralph Bergmann

Process Sci., 2025

Digital Twins of Business Processes: A Research Manifesto.

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

Internet Things, 2025

Challenges in Data Quality Management for IoT-Enhanced Event Logs.

Yannis Bertrand, Alexander Schultheis, Lukas Malburg, Joscha Grüger, Estefanía Serral Asensio, Ralph Bergmann

Proceedings of the Research Challenges in Information Science, 2025

YAPNE: A Tool for Modeling and Automated Verification of Data Petri Nets.

Christian Imenkamp, Joscha Grüger, Martin Kuhn, Christoph Matheja, Andrey Rivkin, Agnes Koschmider

Proceedings of the Doctoral Consortium and Demo Track 2025 at the International Conference on Process Mining 2025 co-located with the 7th International Conference on Process Mining (ICPM 2025), 2025

Clinical Decision Support for Skin Tumor Treatment: A Case-Based Reasoning Approach.

Martin Kuhn, Yannik Warnecke, Daniel Preciado-Marquez, Joscha Grüger, Laura Bley, Michael Storck, Carsten Weishaupt, Ralph Bergmann, Stephan A. Braun

Proceedings of the Case-Based Reasoning Research and Development, 2025

BROOM: Toolbox for IoT‑Enhanced Process Mining.

Christian Imenkamp, Yannis Bertrand, Joscha Grüger, Lukas Malburg, Marco Franceschetti, Matthias Ehrendorfer, Agnes Koschmider

Proceedings of the Joint Proceedings of the Best Dissertation Award, 2025

Probabilistic Programming for Trace Generation (and Beyond).

Martin Kuhn, Joscha Grüger, Christoph Matheja, Andrey Rivkin

Proceedings of the 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 Petri Net Games, Examples and Quizzes for Education, Contest and Fun (PeNGE'25) co-located with PETRI NETS 2025, June 23, 2025

2024

Data Petri Nets meet Probabilistic Programming (Extended version).

Martin Kuhn, Joscha Grüger, Christoph Matheja, Andrey Rivkin

CoRR, 2024

From Internet of Things Data to Business Processes: Challenges and a Framework.

Juergen Mangler, Ronny Seiger, Janik-Vasily Benzin, Joscha Grüger, Yusuf Kirikkayis, Florian Gallik, Lukas Malburg, Matthias Ehrendorfer, Yannis Bertrand, Marco Franceschetti, Barbara Weber, Stefanie Rinderle-Ma, Ralph Bergmann, Estefanía Serral Asensio, Manfred Reichert

CoRR, 2024

LogPPL: A Tool for Probabilistic Process Mining.

Martin Kuhn, Joscha Grüger, Christoph Matheja, Andrey Rivkin

Proceedings of the Doctoral Consortium and Demo Track 2024 at the International Conference on Process Mining 2024 co-located with the 6th International Conference on Process Mining (ICPM 2024), 2024

Research Paper: Enhancing Healthcare Decision-Making with Analogy-Based Reasoning.

Joscha Grüger, Martin Kuhn, Karim Amri, Ralph Bergmann

Proceedings of the Process Mining Workshops, 2024

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

Proceedings of the Case-Based Reasoning Research and Development, 2024

Data Petri Nets Meet Probabilistic Programming.

Martin Kuhn, Joscha Grüger, Christoph Matheja, Andrey Rivkin

Proceedings of the Business Process Management - 22nd International Conference, 2024

2023

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

Joscha Grüger, Lukas Malburg, Ralph Bergmann

it Inf. Technol., June, 2023

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, Estefanía Serral Asensio, Ralph Bergmann

Future Internet, March, 2023

Enhancing Clinical Insights: Knowledge-Intensive and Context-Sensitive Process Instance Visualization in Health Care.

Joscha Grüger, Ralph Bergmann

Proceedings of the Process Mining Workshops, 2023

DALG: The Data Aware Event Log Generator.

David Jilg, Joscha Grüger, Tobias Geyer, Ralph Bergmann

Proceedings of the Best Dissertation Award, 2023

Internet of Processes and Things: A Repository for IoT-Enriched Event Logs in Smart Environments.

Matthias Ehrendorfer, Yannis Bertrand, Lukas Malburg, Juergen Mangler, Joscha Grüger, Stefanie Rinderle-Ma, Ralph Bergmann, Estefanía Serral Asensio

Proceedings of the Best Dissertation Award, 2023

2022

Declarative Guideline Conformance Checking of Clinical Treatments: A Case Study.

Joscha Grüger, Tobias Geyer, Martin Kuhn, Stefan Braun, Ralph Bergmann

CoRR, 2022

An IoT-Enriched Event Log for Process Mining in Smart Factories.

Lukas Malburg, Joscha Grüger, Ralph Bergmann

CoRR, 2022

SensorStream: An XES Extension for Enriching Event Logs with IoT-Sensor Data.

Joscha Grüger, Lukas Malburg, Juergen Mangler, Yannis Bertrand, Stefanie Rinderle-Ma, Ralph Bergmann, Estefanía Serral Asensio

CoRR, 2022

Weighted Violations in Alignment-Based Conformance Checking.

Joscha Grüger, Tobias Geyer, Martin Kuhn, Stephan A. Braun, Ralph Bergmann

Proceedings of the Process Mining Workshops, 2022

SAMPLE: A Semantic Approach for Multi-perspective Event Log Generation.

Joscha Grüger, Tobias Geyer, David Jilg, Ralph Bergmann

Proceedings of the Process Mining Workshops, 2022

Declarative Guideline Conformance Checking of Clinical Treatments: A Case Study.

Joscha Grüger, Tobias Geyer, Martin Kuhn, Stephan A. Braun, Ralph Bergmann

Proceedings of the Business Process Management Workshops, 2022

2021

Verifying Guideline Compliance in Clinical Treatment Using Multi-perspective Conformance Checking: A Case Study.

Joscha Grüger, Tobias Geyer, Martin Kuhn, Stephan A. Braun, Ralph Bergmann

Proceedings of the Process Mining Workshops - ICPM 2021 International Workshops, Eindhoven, The Netherlands, October 31, 2021

2020

Process Mining for Case Acquisition in Oncology: A Systematic Literature Review.

Joscha Grüger, Ralph Bergmann, Yavuz Kazik, Martin Kuhn

Proceedings of the Conference "Lernen, 2020

2019

Automated Analysis of Job Requirements for Computer Scientists in Online Job Advertisements.

Joscha Grüger, Georg J. Schneider

Proceedings of the 15th International Conference on Web Information Systems and Technologies, 2019