0000-0002-6866-0799
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
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
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
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