Adrian Rebmann

34 papers A* 1A 4B 2Journal 16Unranked 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
Bridging Imperative Process Models and Process Data Queries-Translation and Relaxation.
CoRR
Abdur Rehman Anwar Qureshi, Adrian Rebmann, Timotheus Kampik, Matthias Weidlich, Mathias Weske
2025 J jnl
Correction: Large Process Models: A Vision for Business Process Management in the Age of Generative AI.
Künstliche Intell.
Timotheus Kampik, Christian Warmuth, Adrian Rebmann, Ron Agam, Lukas N. P. Egger, Andreas Gerber, Johannes Hoffart, Jonas Kolk, Philipp Herzig, Gero Decker, Han van der Aa, Artem Polyvyanyy, Stefanie Rinderle-Ma, Ingo Weber, Matthias Weidlich
2025 — conf
Detecting Undesired Process Behavior by Means of Retrieval Augmented Generation.
BPM (Forum)
Michael Grohs, Adrian Rebmann, Jana-Rebecca Rehse
2025 J jnl
Detecting Undesired Process Behavior by Means of Retrieval Augmented Generation.
CoRR
Michael Grohs, Adrian Rebmann, Jana-Rebecca Rehse
2025 B conf
LLMs that Understand Processes: Instruction-tuning for Semantics-Aware Process Mining.
ICPM
Vira Pyrih, Adrian Rebmann, Han van der Aa
2025 J jnl
LLMs that Understand Processes: Instruction-tuning for Semantics-Aware Process Mining.
CoRR
Vira Pyrih, Adrian Rebmann, Han van der Aa
2025 J jnl
Large Process Models: A Vision for Business Process Management in the Age of Generative AI.
Künstliche Intell.
Timotheus Kampik, Christian Warmuth, Adrian Rebmann, Ron Agam, Lukas N. P. Egger, Andreas Gerber, Johannes Hoffart, Jonas Kolk, Philipp Herzig, Gero Decker, Han van der Aa, Artem Polyvyanyy, Stefanie Rinderle-Ma, Ingo Weber, Matthias Weidlich
2025 J jnl
On the Potential of Large Language Models to Solve Semantics-Aware Process Mining Tasks.
CoRR
Adrian Rebmann, Fabian David Schmidt, Goran Glavas, Han van der Aa
2025 J jnl
On the potential of large language models to solve semantics-aware process mining tasks.
Process Sci.
Adrian Rebmann, Fabian David Schmidt, Goran Glavas, Han van der Aa
2025 — conf
Towards Automating the Severity Assessment of Conformance Deviations.
EMISA
Michael Grohs, Adrian Rebmann
2024 B conf
Evaluating the Ability of LLMs to Solve Semantics-Aware Process Mining Tasks.
ICPM
Adrian Rebmann, Fabian David Schmidt, Goran Glavas, Han van der Aa
2024 J jnl
Evaluating the Ability of LLMs to Solve Semantics-Aware Process Mining Tasks.
CoRR
Adrian Rebmann, Fabian David Schmidt, Goran Glavas, Han van der Aa
2024 J jnl
Mining Constraints from Reference Process Models for Detecting Best-Practice Violations in Event Log.
CoRR
Adrian Rebmann, Timotheus Kampik, Carl Corea, Han van der Aa
2024 J jnl
Recognizing task-level events from user interaction data.
Inf. Syst.
Adrian Rebmann, Han van der Aa
2023 — conf
BPMN2Constraints: Breaking Down BPMN Diagrams into Declarative Process Query Constraints.
BPM (Demos / Resources Forum)
Arvid Bergmann, Adrian Rebmann, Timotheus Kampik
2023 A conf
Does This Make Sense? Machine Learning-Based Detection of Semantic Anomalies in Business Processes.
BPM
Julian Caspary, Adrian Rebmann, Han van der Aa
2023 — conf
From OCEL to DOCEL - Datasets and Automated Transformation.
ICPM Workshops
Alexandre Goossens, Adrian Rebmann, Johannes De Smedt, Jan Vanthienen, Han van der Aa
2023 J jnl
From OCEL to DOCEL - Datasets and Automated Transformation.
CoRR
Alexandre Goossens, Adrian Rebmann, Johannes De Smedt, Jan Vanthienen, Han van der Aa
2023 J jnl
Large Process Models: Business Process Management in the Age of Generative AI.
CoRR
Timotheus Kampik, Christian Warmuth, Adrian Rebmann, Ron Agam, Lukas N. P. Egger, Andreas Gerber, Johannes Hoffart, Jonas Kolk, Philipp Herzig, Gero Decker, Han van der Aa, Artem Polyvyanyy, Stefanie Rinderle-Ma, Ingo Weber, Matthias Weidlich
2023 — conf
M-viz: A Tool for the Step-by-step Visualization of the Inductive Miner.
ICPM Doctoral Consortium / Demo
Florian Lang, Din Hida, Yingjie Bian, Adrian Rebmann, Han van der Aa
2023 A conf
Unsupervised Task Recognition from User Interaction Streams.
CAiSE
Adrian Rebmann, Han van der Aa
2022 J jnl
Enabling semantics-aware process mining through the automatic annotation of event logs.
Inf. Syst.
Adrian Rebmann, Han van der Aa
2022 A* conf
GECCO: Constraint-driven Abstraction of Low-level Event Logs.
ICDE
Adrian Rebmann, Matthias Weidlich, Han van der Aa
2022 — conf
Multi-perspective Identification of Event Groups for Event Abstraction.
ICPM Workshops
Adrian Rebmann, Peter Pfeiffer, Peter Fettke, Han van der Aa
2022 A conf
Uncovering Object-Centric Data in Classical Event Logs for the Automated Transformation from XES to OCEL.
BPM
Adrian Rebmann, Jana-Rebecca Rehse, Han van der Aa
2021 — conf
Abstracting Low-level Event Data for Meaningful Process Analysis.
BPM (PhD/Demos)
Adrian Rebmann
2021 A conf
Extracting Semantic Process Information from the Natural Language in Event Logs.
CAiSE
Adrian Rebmann, Han van der Aa
2021 J jnl
Extracting Semantic Process Information from the Natural Language in Event Logs.
CoRR
Adrian Rebmann, Han van der Aa
2021 J jnl
GECCO: Constraint-driven Abstraction of Low-level Event Logs.
CoRR
Adrian Rebmann, Matthias Weidlich, Han van der Aa
2021 J jnl
Natural language-based detection of semantic execution anomalies in event logs.
Inf. Syst.
Han van der Aa, Adrian Rebmann, Henrik Leopold
2020 — conf
Hands-on Process Discovery with Python - Utilizing Jupyter Notebook for the Digital Assistance in Higher Education.
Modellierung (Companion)
Adrian Rebmann, Alexander Beuther, Steffen Schumann, Peter Fettke
2020 — conf
IoT-Based Activity Recognition for Process Assistance in Human-Robot Disaster Response.
BPM (Forum)
Adrian Rebmann, Jana-Rebecca Rehse, Mira Pinter, Marius Schnaubelt, Kevin Daun, Peter Fettke
2019 — conf
Enabling the Discovery of Manual Processes Using a Multi-modal Activity Recognition Approach.
Business Process Management Workshops
Adrian Rebmann, Andreas Emrich, Peter Fettke
2019 — conf
Improving Business Model Configuration through a Question-based Approach.
Wirtschaftsinformatik
Sarah Rübel, Adrian Rebmann, Andreas Emrich, Sabine Klein, Peter Loos