Sascha Welten

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 9

Top Topics

Distributed Learning

Metadata Schema

Personal Health

Top Venues

SEMANTiCS Posters&Demos

Publications

Alexander Tobias Neumann, Sascha Welten, Julia Kunz, Ralf Klamma, Stefan Decker
HAICO: A Monitoring and Transaction Chatbot for Distributed Analytics Workflows. ICWS (2023)
Zeyd Boukhers, Arnim Bleier, Yeliz Ucer Yediel, Mio Hienstorfer-Heitmann, Mehrshad Jaberansary, Sascha Welten, Adamantios Koumpis, Oya Beyan
PADME-SoSci: A Platform for Analytics and Distributed Machine Learning for the Social Sciences. JCDL (2023)
Maximilian Jugl, Sascha Welten, Yongli Mou, Yeliz Ucer Yediel, Oya Deniz Beyan, Ulrich Sax, Toralf Kirsten
Privacy-Preserving Linkage of Distributed Datasets using the Personal Health Train. CoRR (2023)
Yongli Mou, Feifei Li, Sven Weber, Sabith Haneef, Hans Meine, Liliana Caldeira, Mehrshad Jaberansary, Sascha Welten, Yeliz Ucer Yediel, Guido Prause, Stefan Decker, Oya Beyan, Toralf Kirsten
Distributed Privacy-Preserving Data Analysis in NFDI4Health With the Personal Health Train. CoRDI (2023)
Yongli Mou, Sascha Welten, Yeliz Ucer Yediel, Toralf Kirsten, Oya Deniz Beyan
Distributed Learning for Melanoma Classification using Personal Health Train. CoRR (2021)
Yongli Mou, Sascha Welten, Mehrshad Jaberansary, Yeliz Ucer Yediel, Toralf Kirsten, Stefan Decker, Oya Beyan
Distributed Skin Lesion Analysis Across Decentralised Data Sources. MIE (2021)
Lars Pieschel, Sascha Welten, Lars Christoph Gleim, Stefan Decker
Teaching Semantic Web Technologies through Interactive Jupyter Notebooks. SEMANTiCS Posters&Demos (2021)
Sascha Welten, Laurenz Neumann, Yeliz Ucer Yediel, Luiz Olavo Bonino da Silva Santos, Stefan Decker, Oya Beyan
DAMS: A Distributed Analytics Metadata Schema. Data Intell. 3 (4) (2021)
Yongli Mou, Jiahui Geng, Sascha Welten, Chunming Rong, Stefan Decker, Oya Beyan
Optimized Federated Learning on Class-Biased Distributed Data Sources. PKDD/ECML Workshops (1) (2021)