Lukas Malburg

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 32

Top Topics

Simulation Model

Business Process

Automated Planning

Top Venues

ICCBR Workshops

Business Process Management Workshops

Publications

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. ICCBR (2024)
Mirko Lenz, Lukas Malburg, Ralph Bergmann
CBRkit: An Intuitive Case-Based Reasoning Toolkit for Python. ICCBR (2024)
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
From Internet of Things Data to Business Processes: Challenges and a Framework. CoRR (2024)
Florian Brand, Lukas Malburg, Ralph Bergmann
Large Language Models as Knowledge Engineers. ICCBR Workshops (2024)
Lukas Malburg, Maxim Hotz, Ralph Bergmann
Improving Complex Adaptations in Process-Oriented Case-Based Reasoning by Applying Rule-Based Adaptation. ICCBR (2024)
Lukas Malburg, Patrick Klein, Ralph Bergmann
Converting semantic web services into formal planning domain descriptions to enable manufacturing process planning and scheduling in industry 4.0. Eng. Appl. Artif. Intell. 126 (2023)
Florian Brand, Katharina Lott, Lukas Malburg, Maximilian Hoffmann, Ralph Bergmann
Using Deep Reinforcement Learning for the Adaptation of Semantic Workflows. ICCBR Workshops (2023)
Joscha Grüger, Lukas Malburg, Ralph Bergmann
IoT-enriched event log generation and quality analytics: a case study. it Inf. Technol. 65 (3) (2023)
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
A framework for AI-based self-adaptive cyber-physical process systems. it Inf. Technol. 65 (3) (2023)
Alexander Schultheis, Maximilian Hoffmann, Lukas Malburg, Ralph Bergmann
Explanation of Similarities in Process-Oriented Case-Based Reasoning by Visualization. ICCBR (2023)
Lukas Malburg, Maximilian Hoffmann, Ralph Bergmann
Applying MAPE-K control loops for adaptive workflow management in smart factories. J. Intell. Inf. Syst. 61 (1) (2023)
Juergen Mangler, Joscha Grüger, Lukas Malburg, Matthias Ehrendorfer, Yannis Bertrand, Janik-Vasily Benzin, Stefanie Rinderle-Ma, Estefanía Serral Asensio, Ralph Bergmann
DataStream XES Extension: Embedding IoT Sensor Data into Extensible Event Stream Logs. Future Internet 15 (3) (2023)
Matthias Ehrendorfer, Yannis Bertrand, Lukas Malburg, Juergen Mangler, Joscha Grüger, Stefanie Rinderle-Ma, Ralph Bergmann, Estefanía Serral Asensio
Internet of Processes and Things: A Repository for IoT-Enriched Event Logs in Smart Environments. BPM (Demos / Resources Forum) (2023)
Lukas Malburg, Alexander Schultheis, Ralph Bergmann
Modeling and Using Complex IoT Time Series Data in Case-Based Reasoning: From Application Scenarios to Implementations. ICCBR Workshops (2023)
Maximilian Hoffmann, Lukas Malburg, Nico Bach, Ralph Bergmann
GPU-Based Graph Matching for Accelerating Similarity Assessment in Process-Oriented Case-Based Reasoning. ICCBR (2022)
Lukas Malburg, Florian Brand, Ralph Bergmann
Adaptive Management of Cyber-Physical Workflows by Means of Case-Based Reasoning and Automated Planning. EDOC Workshops (2022)
Lukas Malburg, Ralph Bergmann
Towards Adaptive Workflow Management by Case-based Reasoning and Automated Planning. ICCBR Workshops (2022)
Joscha Grüger, Lukas Malburg, Juergen Mangler, Yannis Bertrand, Stefanie Rinderle-Ma, Ralph Bergmann, Estefanía Serral Asensio
SensorStream: An XES Extension for Enriching Event Logs with IoT-Sensor Data. CoRR (2022)
Rahol Kumar, Alexander Schultheis, Lukas Malburg, Maximilian Hoffmann, Ralph Bergmann
Considering Inter-Case Dependencies During Similarity-Based Retrieval in Process-Oriented Case-Based Reasoning. FLAIRS (2022)
Lukas Malburg, Joscha Grüger, Ralph Bergmann
An IoT-Enriched Event Log for Process Mining in Smart Factories. CoRR (2022)
Maximilian Hoffmann, Lukas Malburg, Ralph Bergmann
ProGAN: Toward a Framework for Process Monitoring and Flexibility by Change via Generative Adversarial Networks. Business Process Management Workshops (2021)
Lukas Malburg, Maximilian Hoffmann, Simon Trumm, Ralph Bergmann
Improving Similarity-Based Retrieval Efficiency by Using Graphic Processing Units in Case-Based Reasoning. FLAIRS Conference (2021)
Lukas Malburg, Manfred-Peter Rieder, Ronny Seiger, Patrick Klein, Ralph Bergmann
Object Detection for Smart Factory Processes by Machine Learning. ANT/EDI40 (2021)
Lukas Malburg, Patrick Klein, Ralph Bergmann
Using Semantic Web Services for AI-Based Research in Industry 4.0. CoRR (2020)
Lukas Malburg, Ronny Seiger, Ralph Bergmann, Barbara Weber
Using Physical Factory Simulation Models for Business Process Management Research. Business Process Management Workshops (2020)
Maximilian Hoffmann, Lukas Malburg, Patrick Klein, Ralph Bergmann
Using Siamese Graph Neural Networks for Similarity-Based Retrieval in Process-Oriented Case-Based Reasoning. ICCBR (2020)
Lukas Malburg, Patrick Klein, Ralph Bergmann
Semantic Web Services for AI-Research with Physical Factory Simulation Models in Industry 4.0. IN4PL (2020)
Patrick Klein, Lukas Malburg, Ralph Bergmann
FTOnto: A Domain Ontology for a Fischertechnik Simulation Production Factory by Reusing Existing Ontologies. LWDA (2019)
Christian Zeyen, Lukas Malburg, Ralph Bergmann
Adaptation of Scientific Workflows by Means of Process-Oriented Case-Based Reasoning. ICCBR (2019)
Ralph Bergmann, Lisa Grumbach, Lukas Malburg, Christian Zeyen
ProCAKE: A Process-Oriented Case-Based Reasoning Framework. ICCBR Workshops (2019)
Patrick Klein, Lukas Malburg, Ralph Bergmann
Learning Workflow Embeddings to Improve the Performance of Similarity-Based Retrieval for Process-Oriented Case-Based Reasoning. ICCBR (2019)
Lukas Malburg, Nicolas Münster, Christian Zeyen, Ralph Bergmann
Query Model and Similarity-Based Retrieval for Workflow Reuse in the Digital Humanities. LWDA (2018)