Lukas Malburg

46 papers C 11Misc 3Journal 14Unranked 16
YearRankTypeTitle / Venue / Authors
2025 C conf
A Framework for Supporting the Iterative Design of CBR Applications.
ICCBR
Guillermo Jiménez-Díaz, Mirko Lenz, Lukas Malburg, Belén Díaz-Agudo, Ralph Bergmann
2025 C conf
Advanced Search Techniques for Determining Optimal Sequences of Adaptation Rules in Process-Oriented Case-Based Reasoning.
ICCBR
Maxim Hotz, Lukas Malburg, Ralph Bergmann
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 J jnl
Combining informed data-driven anomaly detection with knowledge graphs for root cause analysis in predictive maintenance.
Eng. Appl. Artif. Intell.
Patrick Klein, Lukas Malburg, Ralph Bergmann
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
EASY: Energy-Efficient Analysis and Control Processes in the Dynamic Edge-Cloud Continuum for Industrial Manufacturing.
Künstliche Intell.
Alexander Schultheis, Benjamin Alt, Sebastian Bast, Achim Guldner, David Jilg, Darko Katic, Johannes Mundorf, Tobias Schlagenhauf, Sebastian Weber, Ralph Bergmann, Simon Bergweiler, Lars Creutz, Guido Dartmann, Lukas Malburg, Stefan Naumann, Mahdi Rezapour, Martin Ruskowski
2025 C conf
EXAR: A Unified Experience-Grounded Agentic Reasoning Architecture.
ICCBR
Ralph Bergmann, Florian Brand, Mirko Lenz, Lukas Malburg
2024 C conf
CBRkit: An Intuitive Case-Based Reasoning Toolkit for Python.
ICCBR
Mirko Lenz, Lukas Malburg, Ralph Bergmann
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 C conf
Improving Complex Adaptations in Process-Oriented Case-Based Reasoning by Applying Rule-Based Adaptation.
ICCBR
Lukas Malburg, Maxim Hotz, Ralph Bergmann
2024 — conf
Large Language Models as Knowledge Engineers.
ICCBR Workshops
Florian Brand, Lukas Malburg, Ralph Bergmann
2024 — ed.
Proceedings of the Workshops at the 32nd International Conference on Case-Based Reasoning (ICCBR-WS 2024) co-located with the 32nd International Conference on Case-Based Reasoning (ICCBR 2024), Mérida, Mexico, July 1, 2024.
ICCBR Workshops
Lukas Malburg
2024 — conf
Revision of a Smart Factory Software Architecture from Monolith to Microservices.
EDOC Workshops
Ronny Seiger, Lukas Malburg
2023 J jnl
A framework for AI-based self-adaptive cyber-physical process systems.
it Inf. Technol.
Achim Guldner, Maximilian Hoffmann, Christian Lohr, Rüdiger Machhamer, Lukas Malburg, Marlies Morgen, Stephanie C. Rodermund, Florian Schäfer, Lars Schaupeter, Jens Schneider, Felix Theusch, Ralph Bergmann, Guido Dartmann, Norbert Kuhn, Stefan Naumann, Ingo J. Timm, Matthias Vette-Steinkamp, Benjamin Weyers
2023 J jnl
Applying MAPE-K control loops for adaptive workflow management in smart factories.
J. Intell. Inf. Syst.
Lukas Malburg, Maximilian Hoffmann, Ralph Bergmann
2023 J jnl
Converting semantic web services into formal planning domain descriptions to enable manufacturing process planning and scheduling in industry 4.0.
Eng. Appl. Artif. Intell.
Lukas Malburg, Patrick Klein, 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 C conf
Explanation of Similarities in Process-Oriented Case-Based Reasoning by Visualization.
ICCBR
Alexander Schultheis, Maximilian Hoffmann, Lukas Malburg, 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
2023 — conf
Modeling and Using Complex IoT Time Series Data in Case-Based Reasoning: From Application Scenarios to Implementations.
ICCBR Workshops
Lukas Malburg, Alexander Schultheis, Ralph Bergmann
2023 — ed.
Proceedings of the Workshops at the 31st International Conference on Case-Based Reasoning (ICCBR-WS 2023) co-located with the 31st International Conference on Case-Based Reasoning (ICCBR 2023), Aberdeen, Scotland, UK, July 17, 2023.
ICCBR Workshops
Lukas Malburg, Deepika Verma
2023 — conf
Using Deep Reinforcement Learning for the Adaptation of Semantic Workflows.
ICCBR Workshops
Florian Brand, Katharina Lott, Lukas Malburg, Maximilian Hoffmann, Ralph Bergmann
2022 — conf
Adaptive Management of Cyber-Physical Workflows by Means of Case-Based Reasoning and Automated Planning.
EDOC Workshops
Lukas Malburg, Florian Brand, Ralph Bergmann
2022 J jnl
An IoT-Enriched Event Log for Process Mining in Smart Factories.
CoRR
Lukas Malburg, Joscha Grüger, Ralph Bergmann
2022 Misc conf
Considering Inter-Case Dependencies During Similarity-Based Retrieval in Process-Oriented Case-Based Reasoning.
FLAIRS
Rahol Kumar, Alexander Schultheis, Lukas Malburg, Maximilian Hoffmann, Ralph Bergmann
2022 C conf
GPU-Based Graph Matching for Accelerating Similarity Assessment in Process-Oriented Case-Based Reasoning.
ICCBR
Maximilian Hoffmann, Lukas Malburg, Nico Bach, Ralph Bergmann
2022 Misc ed.
KI 2022: Advances in Artificial Intelligence - 45th German Conference on AI, Trier, Germany, September 19-23, 2022, Proceedings
KI
Ralph Bergmann, Lukas Malburg, Stephanie C. Rodermund, Ingo J. Timm
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
Towards Adaptive Workflow Management by Case-based Reasoning and Automated Planning.
ICCBR Workshops
Lukas Malburg, Ralph Bergmann
2021 Misc conf
Improving Similarity-Based Retrieval Efficiency by Using Graphic Processing Units in Case-Based Reasoning.
FLAIRS
Lukas Malburg, Maximilian Hoffmann, Simon Trumm, Ralph Bergmann
2021 — conf
Object Detection for Smart Factory Processes by Machine Learning.
ANT/EDI40
Lukas Malburg, Manfred-Peter Rieder, Ronny Seiger, Patrick Klein, Ralph Bergmann
2021 — conf
ProGAN: Toward a Framework for Process Monitoring and Flexibility by Change via Generative Adversarial Networks.
Business Process Management Workshops
Maximilian Hoffmann, Lukas Malburg, Ralph Bergmann
2020 — conf
Semantic Web Services for AI-Research with Physical Factory Simulation Models in Industry 4.0.
IN4PL
Lukas Malburg, Patrick Klein, Ralph Bergmann
2020 — conf
Using Physical Factory Simulation Models for Business Process Management Research.
Business Process Management Workshops
Lukas Malburg, Ronny Seiger, Ralph Bergmann, Barbara Weber
2020 J jnl
Using Semantic Web Services for AI-Based Research in Industry 4.0.
CoRR
Lukas Malburg, Patrick Klein, Ralph Bergmann
2020 C conf
Using Siamese Graph Neural Networks for Similarity-Based Retrieval in Process-Oriented Case-Based Reasoning.
ICCBR
Maximilian Hoffmann, Lukas Malburg, Patrick Klein, Ralph Bergmann
2019 C conf
Adaptation of Scientific Workflows by Means of Process-Oriented Case-Based Reasoning.
ICCBR
Christian Zeyen, Lukas Malburg, Ralph Bergmann
2019 — conf
FTOnto: A Domain Ontology for a Fischertechnik Simulation Production Factory by Reusing Existing Ontologies.
LWDA
Patrick Klein, Lukas Malburg, Ralph Bergmann
2019 C conf
Learning Workflow Embeddings to Improve the Performance of Similarity-Based Retrieval for Process-Oriented Case-Based Reasoning.
ICCBR
Patrick Klein, Lukas Malburg, Ralph Bergmann
2019 — conf
ProCAKE: A Process-Oriented Case-Based Reasoning Framework.
ICCBR Workshops
Ralph Bergmann, Lisa Grumbach, Lukas Malburg, Christian Zeyen
2018 — conf
Query Model and Similarity-Based Retrieval for Workflow Reuse in the Digital Humanities.
LWDA
Lukas Malburg, Nicolas Münster, Christian Zeyen, Ralph Bergmann