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Lukas Malburg
Lukas Malburg
Department of AI and Intell. Information Systems at Uni Trier & German Research Center for AI (DFKI)
Dirección de correo verificada de uni-trier.de - Página principal
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Integrating process management and event processing in smart factories: A systems architecture and use cases
R Seiger, L Malburg, B Weber, R Bergmann
Journal of Manufacturing Systems 63, 575-592, 2022
532022
Applying MAPE-K control loops for adaptive workflow management in smart factories
L Malburg, M Hoffmann, R Bergmann
Journal of Intelligent Information Systems 61 (1), 83-111, 2023
422023
Object Detection for Smart Factory Processes by Machine Learning
L Malburg, MP Rieder, R Seiger, P Klein, R Bergmann
Procedia Computer Science 184, 581-588, 2021
422021
Using physical factory simulation models for business process management research
L Malburg, R Seiger, R Bergmann, B Weber
International Conference on Business Process Management, 95-107, 2020
382020
ProCAKE: A Process-Oriented Case-Based Reasoning Framework
R Bergmann, L Grumbach, L Malburg, C Zeyen
Workshop Proceedings of International Conference on Case-Based Reasoning (ICCBR), 2019
382019
FTOnto: A Domain Ontology for a Fischertechnik Simulation Production Factory by Reusing Existing Ontologies.
P Klein, L Malburg, R Bergmann
LWDA, 253-264, 2019
272019
Semantic Web Services for AI-Research with Physical Factory Simulation Models in Industry 4.0
L Malburg, P Klein, R Bergmann
Proceedings of the International Conference on Innovative Intelligent …, 2020
24*2020
Adaptation of scientific workflows by means of process-oriented case-based reasoning
C Zeyen, L Malburg, R Bergmann
Case-Based Reasoning Research and Development: 27th International Conference …, 2019
242019
DataStream XES Extension: Embedding IoT Sensor Data into Extensible Event Stream Logs
J Mangler, J Grüger, L Malburg, M Ehrendorfer, Y Bertrand, JV Benzin, ...
Future Internet 15 (3), 109, 2023
202023
Using siamese graph neural networks for similarity-based retrieval in process-oriented case-based reasoning
M Hoffmann, L Malburg, P Klein, R Bergmann
International Conference on Case-Based Reasoning 12311 (Lecture Notes of …, 2020
202020
Learning workflow embeddings to improve the performance of similarity-based retrieval for process-oriented case-based reasoning
P Klein, L Malburg, R Bergmann
Case-Based Reasoning Research and Development: 27th International Conference …, 2019
172019
Adaptive management of cyber-physical workflows by means of case-based reasoning and automated planning
L Malburg, F Brand, R Bergmann
International Conference on Enterprise Design, Operations, and Computing, 79-95, 2022
162022
SensorStream: An XES Extension for Enriching Event Logs with IoT-Sensor Data
J Grüger, L Malburg, J Mangler, Y Bertrand, S Rinderle-Ma, R Bergmann, ...
arXiv preprint arXiv:2206.11392, 2022
122022
ProGAN: toward a framework for process monitoring and flexibility by change via generative adversarial networks
M Hoffmann, L Malburg, R Bergmann
International Conference on Business Process Management, 43-55, 2021
102021
An IoT-Enriched Event Log for Process Mining in Smart Factories
L Malburg, J Grüger, R Bergmann
arXiv preprint arXiv:2209.02702, 2022
92022
Query Model and Similarity-Based Retrieval for Workflow Reuse in the Digital Humanities.
L Malburg, N Münster, C Zeyen, R Bergmann
LWDA, 251-262, 2018
82018
Converting semantic web services into formal planning domain descriptions to enable manufacturing process planning and scheduling in industry 4.0
L Malburg, P Klein, R Bergmann
Engineering Applications of Artificial Intelligence 126, 106727, 2023
72023
Explanation of similarities in process-oriented case-based reasoning by visualization
A Schultheis, M Hoffmann, L Malburg, R Bergmann
International Conference on Case-Based Reasoning, 53-68, 2023
72023
Modeling and Using Complex IoT Time Series Data in Case-Based Reasoning: From Application Scenarios to Implementations.
L Malburg, A Schultheis, R Bergmann
ICCBR Workshops, 81-96, 2023
72023
IoT-enriched event log generation and quality analytics: a case study
J Grüger, L Malburg, R Bergmann
it-Information Technology 65 (3), 128-138, 2023
62023
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