| A privacy-preserving distributed analytics platform for health care data S Welten, Y Mou, L Neumann, M Jaberansary, YY Ucer, T Kirsten, ... Methods of information in medicine 61 (S 01), e1-e11, 2022 | 38 | 2022 |
| FactStack L Gleim, J Pennekamp, L Tirpitz, S Welten, F Brillowski, D Stefan Gesellschaft für Informatik, Bonn, 2021 | 14 | 2021 |
| Distributed skin lesion analysis across decentralised data sources Y Mou, S Welten, M Jaberansary, Y Ucer Yediel, T Kirsten, S Decker, ... Public Health and Informatics, 352-356, 2021 | 12 | 2021 |
| Dams: A distributed analytics metadata schema S Welten, L Neumann, YU Yediel, LOB da Silva Santos, S Decker, ... Data Intelligence 3 (4), 528-547, 2021 | 10 | 2021 |
| Multi-institutional breast cancer detection using a secure on-boarding service for distributed analytics S Welten, L Hempel, M Abedi, Y Mou, M Jaberansary, L Neumann, ... Applied Sciences 12 (9), 4336, 2022 | 8 | 2022 |
| Synthetic rainfall data generator development through decentralised model training S Welten, A Holt, J Hofmann, L Schelter, EM Klopries, T Wintgens, ... Journal of Hydrology 612, 128210, 2022 | 6 | 2022 |
| Optimized federated learning on class-biased distributed data sources Y Mou, J Geng, S Welten, C Rong, S Decker, O Beyan Joint European Conference on Machine Learning and Knowledge Discovery in …, 2021 | 5 | 2021 |
| Retrofitting Integrity Protection into Unused Header Fields of Legacy Industrial Protocols E Wagner, N Rothaug, K Wolsing, L Bader, K Wehrle, M Henze 2023 IEEE 48th Conference on Local Computer Networks (LCN), 1-9, 2023 | 4* | 2023 |
| Distributed learning for melanoma classification using personal health train Y Mou, S Welten, YU Yediel, T Kirsten, OD Beyan arXiv preprint arXiv:2103.13226, 2021 | 4 | 2021 |
| Teaching Semantic Web Technologies through Interactive Jupyter Notebooks. L Pieschel, S Welten, LC Gleim, S Decker SEMANTiCS (Posters & Demos), 2021 | 2 | 2021 |
| Unconsidered Installations: Discovering IoT Deployments in the IPv6 Internet M Dahlmanns, F Heidenreich, J Lohmöller, J Pennekamp, K Wehrle, ... ACM Transactions on Internet Technology 14551 (797-811), 797-811, 2024 | | 2024 |
| Generation of harmonised pluvial flood hazard maps through decentralised analytics S Welten, A Holt, J Hofmann, S Weber, EM Klopries, H Schüttrumpf, ... Journal of Hydroinformatics 26 (2), 534-548, 2024 | | 2024 |
| Will it run?—A proof of concept for smoke testing decentralized data analytics experiments S Welten, S Weber, A Holt, O Beyan, S Decker Frontiers in Medicine 10, 1305415, 2024 | | 2024 |
| Privacy-Preserving Linkage of Distributed Datasets using the Personal Health Train M Jugl, S Welten, Y Mou, YU Yediel, OD Beyan, U Sax, T Kirsten arXiv preprint arXiv:2309.06171, 2023 | | 2023 |
| Distributed Privacy-Preserving Data Analysis in NFDI4Health With the Personal Health Train Y Mou, F Li, S Weber, S Haneef, H Meine, L Caldeira, M Jaberansary, ... Proceedings of the Conference on Research Data Infrastructure 1, 2023 | | 2023 |
| HAICO: A Monitoring and Transaction Chatbot for Distributed Analytics Workflows A Neumann, S Welten, J Kunz, R Klamma, S Decker 2023 IEEE International Conference on Web Services (ICWS), 707-709, 2023 | | 2023 |
| PADME-SoSci: A Platform for Analytics and Distributed Machine Learning for the Social Sciences Z Boukhers, A Bleier, YU Yediel, M Hienstorfer-Heitmann, M Jaberansary, ... 2023 ACM/IEEE Joint Conference on Digital Libraries (JCDL), 251-252, 2023 | | 2023 |
| Function, Aim, and Merit of the Personal Health Train for the Secondary Use of Clinical Data in Research S WELTEN, Y MOUa, YU YEDIEL, O BEYAN, S DECKER, T KIRSTEN | | |
| SMITH Science Day 2022 M Jugl, S Welten, Y Mou, YU Yediel, O Beyan, U Sax, T Kirsten | | |
