Lukas Malburg

According to our database, Lukas Malburg authored at least 26 papers between 2018 and 2023.

Collaborative distances:

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

2023

Applying MAPE-K control loops for adaptive workflow management in smart factories.

Lukas Malburg, Maximilian Hoffmann, Ralph Bergmann

J. Intell. Inf. Syst., August, 2023

A framework for AI-based self-adaptive cyber-physical process systems.

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

it Inf. Technol., June, 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

Explanation of Similarities in Process-Oriented Case-Based Reasoning by Visualization.

Alexander Schultheis, Maximilian Hoffmann, Lukas Malburg, Ralph Bergmann

Proceedings of the Case-Based Reasoning Research and Development, 2023

Modeling and Using Complex IoT Time Series Data in Case-Based Reasoning: From Application Scenarios to Implementations.

Lukas Malburg, Alexander Schultheis, Ralph Bergmann

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), 2023

Using Deep Reinforcement Learning for the Adaptation of Semantic Workflows.

Florian Brand, Katharina Lott, Lukas Malburg, Maximilian Hoffmann, Ralph Bergmann

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), 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

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

Towards Adaptive Workflow Management by Case-based Reasoning and Automated Planning.

Lukas Malburg, Ralph Bergmann

Proceedings of the Workshop Proceedings of the 30th International Conferece on Case-Based Reasoning co-located with the 30th International Conference on Case-Based Reasoning (ICCBR 2022), 2022

GPU-Based Graph Matching for Accelerating Similarity Assessment in Process-Oriented Case-Based Reasoning.

Maximilian Hoffmann, Lukas Malburg, Nico Bach, Ralph Bergmann

Proceedings of the Case-Based Reasoning Research and Development, 2022

Considering Inter-Case Dependencies During Similarity-Based Retrieval in Process-Oriented Case-Based Reasoning.

Rahol Kumar, Alexander Schultheis, Lukas Malburg, Maximilian Hoffmann, Ralph Bergmann

Proceedings of the Thirty-Fifth International Florida Artificial Intelligence Research Society Conference, 2022

Adaptive Management of Cyber-Physical Workflows by Means of Case-Based Reasoning and Automated Planning.

Lukas Malburg, Florian Brand, Ralph Bergmann

Proceedings of the Enterprise Design, Operations, and Computing. EDOC 2022 Workshops, 2022

2021

Improving Similarity-Based Retrieval Efficiency by Using Graphic Processing Units in Case-Based Reasoning.

Lukas Malburg, Maximilian Hoffmann, Simon Trumm, Ralph Bergmann

Proceedings of the Thirty-Fourth International Florida Artificial Intelligence Research Society Conference, 2021

ProGAN: Toward a Framework for Process Monitoring and Flexibility by Change via Generative Adversarial Networks.

Maximilian Hoffmann, Lukas Malburg, Ralph Bergmann

Proceedings of the Business Process Management Workshops, 2021

Object Detection for Smart Factory Processes by Machine Learning.

Lukas Malburg, Manfred-Peter Rieder, Ronny Seiger, Patrick Klein, Ralph Bergmann

Proceedings of the 12th International Conference on Ambient Systems, 2021

2020

Using Semantic Web Services for AI-Based Research in Industry 4.0.

Lukas Malburg, Patrick Klein, Ralph Bergmann

CoRR, 2020

Semantic Web Services for AI-Research with Physical Factory Simulation Models in Industry 4.0.

Lukas Malburg, Patrick Klein, Ralph Bergmann

Proceedings of the International Conference on Innovative Intelligent Industrial Production and Logistics, 2020

Using Siamese Graph Neural Networks for Similarity-Based Retrieval in Process-Oriented Case-Based Reasoning.

Maximilian Hoffmann, Lukas Malburg, Patrick Klein, Ralph Bergmann

Proceedings of the Case-Based Reasoning Research and Development, 2020

Using Physical Factory Simulation Models for Business Process Management Research.

Lukas Malburg, Ronny Seiger, Ralph Bergmann, Barbara Weber

Proceedings of the Business Process Management Workshops, 2020

2019

FTOnto: A Domain Ontology for a Fischertechnik Simulation Production Factory by Reusing Existing Ontologies.

Patrick Klein, Lukas Malburg, Ralph Bergmann

Proceedings of the Conference on "Lernen, Wissen, Daten, Analysen", Berlin, Germany, September 30, 2019

Adaptation of Scientific Workflows by Means of Process-Oriented Case-Based Reasoning.

Christian Zeyen, Lukas Malburg, Ralph Bergmann

Proceedings of the Case-Based Reasoning Research and Development, 2019

Learning Workflow Embeddings to Improve the Performance of Similarity-Based Retrieval for Process-Oriented Case-Based Reasoning.

Patrick Klein, Lukas Malburg, Ralph Bergmann

Proceedings of the Case-Based Reasoning Research and Development, 2019

ProCAKE: A Process-Oriented Case-Based Reasoning Framework.

Ralph Bergmann, Lisa Grumbach, Lukas Malburg, Christian Zeyen

Proceedings of the Workshops Proceedings for the Twenty-seventh International Conference on Case-Based Reasoning co-located with the Twenty-seventh International Conference on Case-Based Reasoning (ICCBR 2019), 2019

2018

Query Model and Similarity-Based Retrieval for Workflow Reuse in the Digital Humanities.

Lukas Malburg, Nicolas Münster, Christian Zeyen, Ralph Bergmann

Proceedings of the Conference "Lernen, Wissen, Daten, Analysen", 2018