| 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 | 50 | 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 | 40 | 2021 |
| 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 | 38 | 2023 |
| 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 | 38 | 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 | 35 | 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 | 27 | 2019 |
| 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 | 24 | 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 | 20 | 2023 |
| 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 | 17 | 2019 |
| 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 | 16 | 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 | 11 | 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 | 10 | 2021 |
| An IoT-Enriched Event Log for Process Mining in Smart Factories L Malburg, J Grüger, R Bergmann arXiv preprint arXiv:2209.02702, 2022 | 9 | 2022 |
| 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 | 8 | 2018 |
| 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 | 7 | 2023 |
| 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 | 6 | 2023 |
| 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 | 6 | 2023 |
| 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 | 6 | 2023 |
Ralph BergmannUniversity of Trier and German Research Center für AI (DFKI)Verified email at uni-trier.de
