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 | 36 | 2022 |
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 | 33 | 2021 |
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 | 28 | 2019 |
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 | 25 | 2020 |
FTOnto: A Domain Ontology for a Fischertechnik Simulation Production Factory by Reusing Existing Ontologies. P Klein, L Malburg, R Bergmann LWDA, 253-264, 2019 | 25 | 2019 |
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 | 22 | 2023 |
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 | 21* | 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 | 21 | 2019 |
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 | 20 | 2020 |
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 | 15 | 2019 |
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 | 11 | 2023 |
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 | 10 | 2022 |
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 | 9 | 2022 |
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 | 8 | 2021 |
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 | 7 | 2018 |
An IoT-Enriched Event Log for Process Mining in Smart Factories L Malburg, J Grüger, R Bergmann arXiv preprint arXiv:2209.02702, 2022 | 4 | 2022 |
Considering Inter-Case Dependencies During Similarity-Based Retrieval in Process-Oriented Case-Based Reasoning R Kumar, A Schultheis, L Malburg, M Hoffmann, R Bergmann The International FLAIRS Conference Proceedings 35, 2022 | 4 | 2022 |
Towards Adaptive Workflow Management by Case-based Reasoning and Automated Planning. L Malburg, R Bergmann ICCBR Workshops, 211-220, 2022 | 4 | 2022 |
GPU-based graph matching for accelerating similarity assessment in process-oriented case-based reasoning M Hoffmann, L Malburg, N Bach, R Bergmann International Conference on Case-Based Reasoning, 240-255, 2022 | 3 | 2022 |
Improving Similarity-Based Retrieval Efficiency by Using Graphic Processing Units in Case-Based Reasoning L Malburg, M Hoffmann, S Trumm, R Bergmann The International FLAIRS Conference Proceedings 34, 2021 | 3 | 2021 |