| Informed machine learning–a taxonomy and survey of integrating prior knowledge into learning systems L Von Rueden, S Mayer, K Beckh, B Georgiev, S Giesselbach, R Heese, ... IEEE Transactions on Knowledge and Data Engineering 35 (1), 614-633, 2021 | 874 | 2021 |
| Dynamic vehicle redistribution and online price incentives in shared mobility systems J Pfrommer, J Warrington, G Schildbach, M Morari IEEE Transactions on Intelligent Transportation Systems 15 (4), 1567-1578, 2014 | 425 | 2014 |
| OPC UA & Industrie 4.0-enabling technology with high diversity and variability M Schleipen, SS Gilani, T Bischoff, J Pfrommer Procedia Cirp 57, 315-320, 2016 | 166 | 2016 |
| Optimisation of manufacturing process parameters using deep neural networks as surrogate models J Pfrommer, C Zimmerling, J Liu, L Kärger, F Henning, J Beyerer Procedia CiRP 72, 426-431, 2018 | 159 | 2018 |
| Open source OPC UA PubSub over TSN for realtime industrial communication J Pfrommer, A Ebner, S Ravikumar, B Karunakaran 2018 IEEE 23rd international conference on emerging technologies and factory …, 2018 | 146 | 2018 |
| RESTful industrial communication with OPC UA S Grüner, J Pfrommer, F Palm IEEE Transactions on Industrial Informatics 12 (5), 1832-1841, 2016 | 146 | 2016 |
| PPRS: Production skills and their relation to product, process, and resource J Pfrommer, M Schleipen, J Beyerer 2013 IEEE 18th Conference on Emerging Technologies & Factory Automation …, 2013 | 130 | 2013 |
| Plug & produce by modelling skills and service-oriented orchestration of reconfigurable manufacturing systems J Pfrommer, D Stogl, K Aleksandrov, S Escaida Navarro, B Hein, ... at-Automatisierungstechnik 63 (10), 790-800, 2015 | 104 | 2015 |
| Open source as enabler for OPC UA in industrial automation F Palm, S Grüner, J Pfrommer, M Graube, L Urbas 2015 IEEE 20th Conference on Emerging Technologies & Factory Automation …, 2015 | 91 | 2015 |
| Attention-based point cloud edge sampling C Wu, J Zheng, J Pfrommer, J Beyerer Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 59 | 2023 |
| One step towards an industry 4.0 component A Lüder, M Schleipen, N Schmidt, J Pfrommer, R Henßen 2017 13th ieee conference on automation science and engineering (case), 1268 …, 2017 | 59 | 2017 |
| Modelling and orchestration of service-based manufacturing systems via skills J Pfrommer, D Stogl, K Aleksandrov, V Schubert, B Hein Proceedings of the 2014 IEEE Emerging Technology and Factory Automation …, 2014 | 56 | 2014 |
| A restful extension of OPC UA S Grüner, J Pfrommer, F Palm 2015 IEEE World Conference on Factory Communication Systems (WFCS), 1-4, 2015 | 32 | 2015 |
| AutomationML to describe skills of production plants based on the PPR concept M Schleipen, J Pfrommer, K Aleksandrov, D Stogl, S Escaida, J Beyerer, ... 3rd AutomationML user conference, 2014 | 30 | 2014 |
| Towards flexibility in future industrial manufacturing: a global framework for self-organization of production cells S Azaiez, M Boc, L Cudennec, MDS Simoes, J Haupert, S Kchir, X Klinge, ... Procedia Computer Science 83, 1268-1273, 2016 | 26 | 2016 |
| Sim2real transfer learning for point cloud segmentation: An industrial application case on autonomous disassembly C Wu, X Bi, J Pfrommer, A Cebulla, S Mangold, J Beyerer Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2023 | 25 | 2023 |
| Begrifflichkeiten um Industrie 4.0–Ordnung im Sprachwirrwarr J Pfrommer, M Schleipen, T Usländer, U Epple, R Heidel, L Urbas, ... Tagungsband zu Entwurf komplexer Automatisierungssysteme (EKA), Magdeburg, 2014 | 21 | 2014 |
| Praxishandbuch OPC UA: Grundlagen-Implementierung-Nachrüstung-Praxisbeispiele M Schleipen, H Mersch, J Aro, H Tahvanainen, D Pagnozzi, T Usländer, ... Vogel Business Media, 2018 | 20 | 2018 |
| Hybrid OPC UA and DDS: Combining architectural styles for the industrial internet J Pfrommer, S Grüner, F Palm 2016 IEEE world conference on factory communication systems (WFCS), 1-7, 2016 | 19 | 2016 |
| An ontology for remanufacturing systems J Pfrommer, JF Klein, M Wurster, S Rapp, P Grauberger, G Lanza, ... at-Automatisierungstechnik 70 (6), 534-541, 2022 | 16 | 2022 |
Miriam SchleipenChief Research Officer at EKS InTec GmbHVerified email at eks-intec.de
