| 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 | 42 | 2021 |
| Generation of Complex Data for AI-based Predictive Maintenance Research with a Physical Factory Model. P Klein, R Bergmann 16th International Conference on Informatics in Control Automation and …, 2019 | 37 | 2019 |
| 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 |
| Using semantic web services for ai-based research in industry 4.0 L Malburg, P Klein, R Bergmann arXiv preprint arXiv:2007.03580, 2020 | 24 | 2020 |
| Data Generation with a Physical Model to Support Machine Learning Research for Predictive Maintenance. P Klein, R Bergmann LWDA 2191, 179-190, 2018 | 22 | 2018 |
| 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, 229-244, 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 |
| Fault Detection and Condition Monitoring in District Heating Using Smart Meter Data F Theusch, P Klein, R Bergmann, W Wilke, W Bock, A Weber PHM Society European Conference 6 (1), 11-11, 2021 | 15 | 2021 |
| Enhancing siamese neural networks through expert knowledge for predictive maintenance P Klein, N Weingarz, R Bergmann International workshop on IoT, Edge, and Mobile for Embedded Machine …, 2020 | 13 | 2020 |
| Improving neural knowledge base completion with cross-lingual projections P Klein, SP Ponzetto, G Glavaš Association for Computational Linguistics, 2017 | 11 | 2017 |
| 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 | 7 | 2023 |
| Using expert knowledge for masking irrelevant data streams in siamese networks for the detection and prediction of faults P Klein, N Weingarz, R Bergmann 2021 International Joint Conference on Neural Networks (IJCNN), 1-10, 2021 | 3 | 2021 |