Dr. Lukas Malburg - Publikationen

Jiménez-Díaz, Guillermo; Lenz, Mirko; Malburg, Lukas et al.
A Framework for Supporting the Iterative Design of CBR Applications.
ICCBR. 2025 S. 252 - 266

Hotz, Maxim; Malburg, Lukas; Bergmann, Ralph
Advanced Search Techniques for Determining Optimal Sequences of Adaptation Rules in Process-Oriented Case-Based Reasoning.
ICCBR. 2025 S. 236 - 251

Bertrand, Yannis; Imenkamp, Christian; Malburg, Lukas et al.
An object-centric core metamodel for IoT-enhanced event logs.
CoRR. Bd. abs/2506.21300. 2025

Bertrand, Yannis; Schultheis, Alexander; Malburg, Lukas et al.
Challenges in Data Quality Management for IoT-Enhanced Event Logs.
RCIS (1). 2025 S. 20 - 36

Klein, Patrick; Malburg, Lukas; Bergmann, Ralph
Combining informed data-driven anomaly detection with knowledge graphs for root cause analysis in predictive maintenance.
Eng. Appl. Artif. Intell. Bd. 145. 2025 S. 110152

Fornari, Fabrizio; Compagnucci, Ivan; Callisto De Donato, Massimo et al.
Digital Twins of Business Processes: A Research Manifesto.
Internet Things. Bd. 30. 2025 S. 101477

Bergmann, Ralph; Brand, Florian; Lenz, Mirko et al.
EXAR: A Unified Experience-Grounded Agentic Reasoning Architecture.
ICCBR. 2025 S. 3 - 17

Lenz, Mirko; Malburg, Lukas; Bergmann, Ralph
CBRkit: An Intuitive Case-Based Reasoning Toolkit for Python.
ICCBR. 2024 S. 289 - 304

Fornari, Fabrizio; Compagnucci, Ivan; Callisto De Donato, Massimo et al.
Digital Twins of Business Processes: A Research Manifesto.
CoRR. Bd. abs/2410.08219. 2024

Schultheis, Alexander; Alt, Benjamin; Bast, Sebastian et al.
EASY: Energy-Efficient Analysis and Control Processes in the Dynamic Edge-Cloud Continuum for Industrial Manufacturing
KI - Künstliche Intelligenz. Bd. 0. Springer 2024 s13218-024-00868-3

Mangler, Juergen; Seiger, Ronny; Benzin, Janik-Vasily et al.
From Internet of Things Data to Business Processes: Challenges and a Framework.
CoRR. Bd. abs/2405.08528. 2024

Schultheis, Alexander; Malburg, Lukas; Grüger, Joscha et al.
Identifying Missing Sensor Values in IoT Time Series Data: A Weight-Based Extension of Similarity Measures for Smart Manufacturing.
ICCBR. 2024 S. 240 - 257

Malburg, Lukas; Hotz, Maxim; Bergmann, Ralph
Improving Complex Adaptations in Process-Oriented Case-Based Reasoning by Applying Rule-Based Adaptation.
ICCBR. 2024 S. 50 - 66

Brand, Florian; Malburg, Lukas; Bergmann, Ralph
Large Language Models as Knowledge Engineers.
ICCBR Workshops. 2024 S. 3 - 18

Malburg, Lukas
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.
CEUR-WS.org 2024

Seiger, Ronny; Malburg, Lukas
Revision of a Smart Factory Software Architecture from Monolith to Microservices.
EDOC Workshops. 2024 S. 203 - 220

Guldner, Achim; Hoffmann, Maximilian; Lohr, Christian et al.
A framework for AI-based self-adaptive cyber-physical process systems.
it Inf. Technol. Bd. 65. H. 3. 2023 S. 113 - 128

Malburg, Lukas; Hoffmann, Maximilian; Bergmann, Ralph
Applying MAPE-K control loops for adaptive workflow management in smart factories.
J. Intell. Inf. Syst. Bd. 61. H. 1. 2023 S. 83 - 111

Malburg, Lukas; Klein, Patrick; Bergmann, Ralph
Converting semantic web services into formal planning domain descriptions to enable manufacturing process planning and scheduling in industry 4.0.
Eng. Appl. Artif. Intell. Bd. 126. 2023 S. 106727

Mangler, Juergen; Grüger, Joscha; Malburg, Lukas et al.
DataStream XES Extension: Embedding IoT Sensor Data into Extensible Event Stream Logs.
Future Internet. Bd. 15. H. 3. 2023 S. 109

Schultheis, Alexander; Hoffmann, Maximilian; Malburg, Lukas et al.
Explanation of Similarities in Process-Oriented Case-Based Reasoning by Visualization.
ICCBR. 2023 S. 53 - 68

Grüger, Joscha; Malburg, Lukas; Bergmann, Ralph
IoT-enriched event log generation and quality analytics: a case study.
it Inf. Technol. Bd. 65. H. 3. 2023 S. 128 - 138

Malburg, Lukas; Schultheis, Alexander; Bergmann, Ralph
Modeling and Using Complex IoT Time Series Data in Case-Based Reasoning: From Application Scenarios to Implementations.
ICCBR Workshops. 2023 S. 81 - 96

Malburg, Lukas; Verma, Deepika
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.
CEUR-WS.org 2023

Brand, Florian; Lott, Katharina; Malburg, Lukas et al.
Using Deep Reinforcement Learning for the Adaptation of Semantic Workflows.
ICCBR Workshops. 2023 S. 55 - 70

Malburg, Lukas; Brand, Florian; Bergmann, Ralph
Adaptive Management of Cyber-Physical Workflows by Means of Case-Based Reasoning and Automated Planning.
EDOC Workshops. 2022 S. 79 - 95

Malburg, Lukas; Grüger, Joscha; Bergmann, Ralph
An IoT-Enriched Event Log for Process Mining in Smart Factories.
CoRR. Bd. abs/2209.02702. 2022

Kumar, Rahol; Schultheis, Alexander; Malburg, Lukas et al.
Considering Inter-Case Dependencies During Similarity-Based Retrieval in Process-Oriented Case-Based Reasoning.
FLAIRS. 2022

Hoffmann, Maximilian; Malburg, Lukas; Bach, Nico et al.
GPU-Based Graph Matching for Accelerating Similarity Assessment in Process-Oriented Case-Based Reasoning.
ICCBR. 2022 S. 240 - 255

Bergmann, Ralph; Malburg, Lukas; C. Rodermund, Stephanie et al.
KI 2022: Advances in Artificial Intelligence - 45th German Conference on AI, Trier, Germany, September 19-23, 2022, Proceedings
Springer 2022

Grüger, Joscha; Malburg, Lukas; Mangler, Juergen et al.
SensorStream: An XES Extension for Enriching Event Logs with IoT-Sensor Data.
CoRR. Bd. abs/2206.11392. 2022

Malburg, Lukas; Bergmann, Ralph
Towards Adaptive Workflow Management by Case-based Reasoning and Automated Planning.
ICCBR Workshops. 2022 S. 211 - 220

Malburg, Lukas; Hoffmann, Maximilian; Trumm, Simon et al.
Improving Similarity-Based Retrieval Efficiency by Using Graphic Processing Units in Case-Based Reasoning.
FLAIRS. 2021

Malburg, Lukas; Rieder, Manfred-Peter; Seiger, Ronny et al.
Object Detection for Smart Factory Processes by Machine Learning.
ANT/EDI40. 2021 S. 581 - 588

Hoffmann, Maximilian; Malburg, Lukas; Bergmann, Ralph
ProGAN: Toward a Framework for Process Monitoring and Flexibility by Change via Generative Adversarial Networks.
Business Process Management Workshops. 2021 S. 43 - 55

Malburg, Lukas; Klein, Patrick; Bergmann, Ralph
Semantic Web Services for AI-Research with Physical Factory Simulation Models in Industry 4.0.
IN4PL. 2020 S. 32 - 43

Malburg, Lukas; Seiger, Ronny; Bergmann, Ralph et al.
Using Physical Factory Simulation Models for Business Process Management Research.
Business Process Management Workshops. 2020 S. 95 - 107

Malburg, Lukas; Klein, Patrick; Bergmann, Ralph
Using Semantic Web Services for AI-Based Research in Industry 4.0.
CoRR. Bd. abs/2007.03580. 2020

Hoffmann, Maximilian; Malburg, Lukas; Klein, Patrick et al.
Using Siamese Graph Neural Networks for Similarity-Based Retrieval in Process-Oriented Case-Based Reasoning.
ICCBR. 2020 S. 229 - 244

Zeyen, Christian; Malburg, Lukas; Bergmann, Ralph
Adaptation of Scientific Workflows by Means of Process-Oriented Case-Based Reasoning.
ICCBR. 2019 S. 388 - 403

Klein, Patrick; Malburg, Lukas; Bergmann, Ralph
FTOnto: A Domain Ontology for a Fischertechnik Simulation Production Factory by Reusing Existing Ontologies.
LWDA. 2019 S. 253 - 264

Klein, Patrick; Malburg, Lukas; Bergmann, Ralph
Learning Workflow Embeddings to Improve the Performance of Similarity-Based Retrieval for Process-Oriented Case-Based Reasoning.
ICCBR. 2019 S. 188 - 203

Bergmann, Ralph; Grumbach, Lisa; Malburg, Lukas et al.
ProCAKE: A Process-Oriented Case-Based Reasoning Framework.
ICCBR Workshops. 2019 S. 156 - 161

Malburg, Lukas; Münster, Nicolas; Zeyen, Christian et al.
Query Model and Similarity-Based Retrieval for Workflow Reuse in the Digital Humanities.
LWDA. 2018 S. 251 - 262