Joscha Grüger

31 papers A 1C 3Journal 14Unranked 13
YearRankTypeTitle / Venue / Authors
2025 J jnl
AI-Driven Decision Support in Oncology: Evaluating Data Readiness for Skin Cancer Treatment.
CoRR
Joscha Grüger, Tobias Geyer, Tobias Brix, Michael Storck, Sonja Leson, Laura Bley, Carsten Weishaupt, Ralph Bergmann, Stephan A. Braun
2025 J jnl
An object-centric core metamodel for IoT-enhanced event logs.
CoRR
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
2025 — conf
BROOM: Toolbox for IoT‑Enhanced Process Mining.
BPM (Demos / Resources Forum)
Christian Imenkamp, Yannis Bertrand, Joscha Grüger, Lukas Malburg, Marco Franceschetti, Matthias Ehrendorfer, Agnes Koschmider
2025 — conf
Challenges in Data Quality Management for IoT-Enhanced Event Logs.
RCIS (1)
Yannis Bertrand, Alexander Schultheis, Lukas Malburg, Joscha Grüger, Estefanía Serral Asensio, Ralph Bergmann
2025 C conf
Clinical Decision Support for Skin Tumor Treatment: A Case-Based Reasoning Approach.
ICCBR
Martin Kuhn, Yannik Warnecke, Daniel Preciado-Marquez, Joscha Grüger, Laura Bley, Michael Storck, Carsten Weishaupt, Ralph Bergmann, Stephan A. Braun
2025 J jnl
Digital Twins of Business Processes: A Research Manifesto.
Internet Things
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
2025 J jnl
Leveraging Taxonomy Similarity for Next Activity Prediction in Patient Treatment.
CoRR
Martin Kuhn, Joscha Grüger, Tobias Geyer, Ralph Bergmann
2025 J jnl
PALSYN: a method for synthetic multi-perspective event log generation with differential private guarantees.
Process Sci.
Martin Kuhn, Joscha Grüger, Ralph Bergmann
2025 — conf
Probabilistic Programming for Trace Generation (and Beyond).
PNSE/ATAED/PeNGE@PETRI NETS
Martin Kuhn, Joscha Grüger, Christoph Matheja, Andrey Rivkin
2025 J jnl
Unveiling real-world process-related problems in hospitals: a Delphi study.
Process Sci.
Joscha Grüger, Emmelien De Roock, Niels Martin, Filip Van Droogenbroeck, Ralph Bergmann
2024 A conf
Data Petri Nets Meet Probabilistic Programming.
BPM
Martin Kuhn, Joscha Grüger, Christoph Matheja, Andrey Rivkin
2024 J jnl
Data Petri Nets meet Probabilistic Programming (Extended version).
CoRR
Martin Kuhn, Joscha Grüger, Christoph Matheja, Andrey Rivkin
2024 J jnl
Digital Twins of Business Processes: A Research Manifesto.
CoRR
Fabrizio Fornari, Ivan Compagnucci, Massimo Callisto De Donato, Yannis Bertrand, Harry Herbert 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
2024 J jnl
From Internet of Things Data to Business Processes: Challenges and a Framework.
CoRR
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
2024 C conf
Identifying Missing Sensor Values in IoT Time Series Data: A Weight-Based Extension of Similarity Measures for Smart Manufacturing.
ICCBR
Alexander Schultheis, Lukas Malburg, Joscha Grüger, Justin Weich, Yannis Bertrand, Ralph Bergmann, Estefanía Serral Asensio
2024 — conf
LogPPL: A Tool for Probabilistic Process Mining.
ICPM Doctoral Consortium / Demo
Martin Kuhn, Joscha Grüger, Christoph Matheja, Andrey Rivkin
2024 — conf
Research Paper: Enhancing Healthcare Decision-Making with Analogy-Based Reasoning.
ICPM Workshops
Joscha Grüger, Martin Kuhn, Karim Amri, Ralph Bergmann
2023 — conf
DALG: The Data Aware Event Log Generator.
BPM (Demos / Resources Forum)
David Jilg, Joscha Grüger, Tobias Geyer, Ralph Bergmann
2023 J jnl
DataStream XES Extension: Embedding IoT Sensor Data into Extensible Event Stream Logs.
Future Internet
Juergen Mangler, Joscha Grüger, Lukas Malburg, Matthias Ehrendorfer, Yannis Bertrand, Janik-Vasily Benzin, Stefanie Rinderle-Ma, Estefanía Serral Asensio, Ralph Bergmann
2023 — conf
Enhancing Clinical Insights: Knowledge-Intensive and Context-Sensitive Process Instance Visualization in Health Care.
ICPM Workshops
Joscha Grüger, Ralph Bergmann
2023 — conf
Internet of Processes and Things: A Repository for IoT-Enriched Event Logs in Smart Environments.
BPM (Demos / Resources Forum)
Matthias Ehrendorfer, Yannis Bertrand, Lukas Malburg, Juergen Mangler, Joscha Grüger, Stefanie Rinderle-Ma, Ralph Bergmann, Estefanía Serral Asensio
2023 J jnl
IoT-enriched event log generation and quality analytics: a case study.
it Inf. Technol.
Joscha Grüger, Lukas Malburg, Ralph Bergmann
2022 J jnl
An IoT-Enriched Event Log for Process Mining in Smart Factories.
CoRR
Lukas Malburg, Joscha Grüger, Ralph Bergmann
2022 — conf
Declarative Guideline Conformance Checking of Clinical Treatments: A Case Study.
Business Process Management Workshops
Joscha Grüger, Tobias Geyer, Martin Kuhn, Stephan A. Braun, Ralph Bergmann
2022 J jnl
Declarative Guideline Conformance Checking of Clinical Treatments: A Case Study.
CoRR
Joscha Grüger, Tobias Geyer, Martin Kuhn, Stefan Braun, Ralph Bergmann
2022 — conf
SAMPLE: A Semantic Approach for Multi-perspective Event Log Generation.
ICPM Workshops
Joscha Grüger, Tobias Geyer, David Jilg, Ralph Bergmann
2022 J jnl
SensorStream: An XES Extension for Enriching Event Logs with IoT-Sensor Data.
CoRR
Joscha Grüger, Lukas Malburg, Juergen Mangler, Yannis Bertrand, Stefanie Rinderle-Ma, Ralph Bergmann, Estefanía Serral Asensio
2022 — conf
Weighted Violations in Alignment-Based Conformance Checking.
ICPM Workshops
Joscha Grüger, Tobias Geyer, Martin Kuhn, Stephan A. Braun, Ralph Bergmann
2021 — conf
Verifying Guideline Compliance in Clinical Treatment Using Multi-perspective Conformance Checking: A Case Study.
ICPM Workshops
Joscha Grüger, Tobias Geyer, Martin Kuhn, Stephan A. Braun, Ralph Bergmann
2020 — conf
Process Mining for Case Acquisition in Oncology: A Systematic Literature Review.
LWDA
Joscha Grüger, Ralph Bergmann, Yavuz Kazik, Martin Kuhn
2019 C conf
Automated Analysis of Job Requirements for Computer Scientists in Online Job Advertisements.
WEBIST
Joscha Grüger, Georg J. Schneider