Sascha Welten

According to our database, Sascha Welten authored at least 10 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

PASTA-4-PHT: A Pipeline for Automated Security and Technical Audits for the Personal Health Train.

Sascha Welten, Karl Kindermann, Ahmet Polat, Martin Görz, Maximilian Jugl, Laurenz Neumann, Alexander Tobias Neumann, Johannes Lohmöller, Jan Pennekamp, Stefan Decker

CoRR, 2024

2023

Privacy-Preserving Linkage of Distributed Datasets using the Personal Health Train.

Maximilian Jugl, Sascha Welten, Yongli Mou, Yeliz Ucer Yediel, Oya Deniz Beyan, Ulrich Sax, Toralf Kirsten

CoRR, 2023

PADME-SoSci: A Platform for Analytics and Distributed Machine Learning for the Social Sciences.

Zeyd Boukhers, Arnim Bleier, Yeliz Ucer Yediel, Mio Hienstorfer-Heitmann, Mehrshad Jaberansary, Sascha Welten, Adamantios Koumpis, Oya Beyan

Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2023

HAICO: A Monitoring and Transaction Chatbot for Distributed Analytics Workflows.

Alexander Tobias Neumann, Sascha Welten, Julia Kunz, Ralf Klamma, Stefan Decker

Proceedings of the IEEE International Conference on Web Services, 2023

Distributed Privacy-Preserving Data Analysis in NFDI4Health With the Personal Health Train.

Yongli Mou, Feifei Li, Sven Weber, Sabith Haneef, Hans Meine, Liliana Caldeira, Mehrshad Jaberansary, Sascha Welten, Yeliz Ucer Yediel, Guido P. M. Prause, Stefan Decker, Oya Beyan, Toralf Kirsten

Proceedings of the 1st Conference on Research Data Infrastructure - Connecting Communities, 2023

2021

DAMS: A Distributed Analytics Metadata Schema.

Sascha Welten, Laurenz Neumann, Yeliz Ucer Yediel, Luiz Olavo Bonino da Silva Santos, Stefan Decker, Oya Beyan

Data Intell., 2021

Distributed Learning for Melanoma Classification using Personal Health Train.

Yongli Mou, Sascha Welten, Yeliz Ucer Yediel, Toralf Kirsten, Oya Deniz Beyan

CoRR, 2021

Optimized Federated Learning on Class-Biased Distributed Data Sources.

Yongli Mou, Jiahui Geng, Sascha Welten, Chunming Rong, Stefan Decker, Oya Beyan

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2021

Distributed Skin Lesion Analysis Across Decentralised Data Sources.

Yongli Mou, Sascha Welten, Mehrshad Jaberansary, Yeliz Ucer Yediel, Toralf Kirsten, Stefan Decker, Oya Beyan

Proceedings of the Public Health and Informatics, 2021

Teaching Semantic Web Technologies through Interactive Jupyter Notebooks.

Lars Pieschel, Sascha Welten, Lars Christoph Gleim, Stefan Decker

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