Privacy-Preserving Linkage of Distributed Datasets using the Personal Health Train.
CoRR, 2023
PADME-SoSci: A Platform for Analytics and Distributed Machine Learning for the Social Sciences.
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2023
HAICO: A Monitoring and Transaction Chatbot for Distributed Analytics Workflows.
Proceedings of the IEEE International Conference on Web Services, 2023
Distributed Privacy-Preserving Data Analysis in NFDI4Health With the Personal Health Train.
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Proceedings of the 1st Conference on Research Data Infrastructure - Connecting Communities, 2023
DAMS: A Distributed Analytics Metadata Schema.
Data Intell., 2021
Distributed Learning for Melanoma Classification using Personal Health Train.
CoRR, 2021
Optimized Federated Learning on Class-Biased Distributed Data Sources.
Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2021
Distributed Skin Lesion Analysis Across Decentralised Data Sources.
Proceedings of the Public Health and Informatics, 2021
Teaching Semantic Web Technologies through Interactive Jupyter Notebooks.
Proceedings of the Joint Proceedings of the Semantics co-located events: Poster&Demo track and Workshop on Ontology-Driven Conceptual Modelling of Digital Twins co-located with Semantics 2021, 2021