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Prof. Dr. Stefan Decker - Publications


2020
FactDAG: Formalizing Data Interoperability in an Internet of Production
Published in IEEE Internet of Things Journal by Lars Gleim, Jan Pennekamp, Martin Liebenberg, Melanie Buchsbaum, Philipp Niemietz, Simon Knape, Alexander Epple, Simon Storms, Daniel Trauth, Thomas Bergs, Christian Brecher, Stefan Decker, Gerhard Lakemeyer, Klaus Wehrle
2019
A Snapshot Neural Ensemble Method for Cancer Type Prediction Based on Copy Number Variations
Published in Neural Computing and Applications by Md. Rezaul Karim, Md Ashiqur Rahman, Joao Bosco Jares, Stefan Decker, Oya Beyan
Distributed Analytics on Sensitive Medical Data: The Personal Health Train
Published in Data Intelligence by Oya Beyan, Ananya Choudry, Johan van Soest, Oliver Kohlbacher, Lukas Zimmermann, Holger Stenzhorn, Md. Rezaul Karim, Michel Dumontier, Stefan Decker, Luiz Olavo Bonino da Silva Santos, Andre Dekker
Design of Metadata Services for Clinical Data Interoperability in Germany
Published in Stud Health Technol Inform by Matthias Löbe, Oya Beyan, Sebastian Stäubert, Frank Meineke, Danny Ammon, Alfred Winter, Stefan Decker, Markus Löffler, Toralf Kirsten
Implementation of Clinical Decision Support Services to Detect Potential Drug-Drug Interaction Using Clinical Quality Language
Published in Stud Health Technol Inform by Binh-Phi Nguyen, Thomas Reese, Stefan Decker, Daniel C. Malone, Richard D. Boyce, Oya Beyan
OncoNetExplainer: Explainable Predictions of Cancer Types Based on Gene Expression Data
Published in 19th IEEE International Conference on Bioinformatics and Bioengineering (IEEE BIBE 2019) by Md. Rezaul Karim, Michael Cochez, Oya Beyan, Stefan Decker, Christoph Lange
Security Considerations for Collaborations in an Industrial IoT-based Lab of Labs
Published in Proceedings of the 3rd IEEE Global Conference on Internet of Things (GCIoT '19), December 4–7, 2019, Dubai, United Arab Emirates Publisher: IEEE, December 2019 accepted by Jan Pennekamp, Markus Dahlmanns, Lars Gleim, Stefan Decker, Klaus Wehrle
Design of the SMITH Metadata Services
Published by Matthias Löbe, Oya Beyan, Sebastian Stäubert, Frank Meineke, Danny Ammon, Alfred Winter, Stefan Decker, Markus Löffler, Toralf Kirsten
A Distributed Analytics Platform to Execute FHIR-based Phenotyping Algorithms
Published by Md. Rezaul Karim, Binh-Phi Nguyen, Lukas Zimmermann, Toralf Kirsten, Matthias Löbe, Frank Meineke, Holger Stenzhorn, Oliver Kohlbacher, Stefan Decker, Oya Beyan
Minimum information for dielectric measurements of biological tissues (MINDER): A framework for repeatable and reusable data
Published by Emily Porter, Alessandra La Gioia, Saqib Salahuddin, Stefan Decker, Atif Shahzad, M. Adnan Elahi, Martin O'Halloran, Oya Beyan
Smart medical information technology for healthcare (SMITH)
Published by Alfred Winter, Sebastian Stäubert, Danny Ammon, Stephan Aiche, Oya Beyan, Verena Bischoff, Philipp Daumke, Stefan Decker, Gert Funkat, Jan E. Gewehr, Armin de Greiff, Silke Haferkamp, Udo Hahn, Andreas Henkel, Toralf Kirsten, Thomas Klöss, Jörg Lippert, Matthias Löbe, Volker Lowitsch, Oliver Maassen, Jens Maschmann, Sven Meister, Rafael Mikolajczyk, Matthias Nüchter, Mathias W. Pletz, Erhard Rahm, Morris Riedel, Kutaiba Saleh, Andreas Schuppert, Stefan Smers, André Stollenwerk, Stefan Uhlig, Thomas Wendt, Sven Zenker, Wolfgang Fleig, Gernot Marx, André Scherag, Markus Löffler
2017
k-RDF-Neighbourhood Anonymity: Combining Structural and Attribute-Based Anonymisation for Linked Data
Published in Workshop on Society, Privacy and the Semantic Web - Policy and Technology (PrivOn 2017) at the International Semantic Web Conference (ISWC) 2017 by Benjamin Heitmann, Felix Hermsen, Stefan Decker
Towards the use of graph summaries for privacy enhancing release and querying of Linked Data
Published in Workshop on Society, Privacy and the Semantic Web - Policy and Technology (PrivOn 2016) at the International Semantic Web Conference (ISWC) 2016 by Benjamin Heitmann, Felix Hermsen, Stefan Decker
Knowledge representation on the web revisited: the case for prototypes
Published in International Semantic Web Conference (pp. 151-166). Springer International Publishing. by Michael Cochez, Stefan Decker
Person Publications

Lars Gleim, Jan Pennekamp, Martin Liebenberg, Melanie Buchsbaum, Philipp Niemietz, Simon Knape, Alexander Epple, Simon Storms, Daniel Trauth, Thomas Bergs, Christian Brecher, Stefan Decker, Gerhard Lakemeyer, Klaus Wehrle

FactDAG: Formalizing Data Interoperability in an Internet of Production

IEEE Internet of Things Journal

Md. Rezaul Karim, Md Ashiqur Rahman, Joao Bosco Jares, Stefan Decker, Oya Beyan

A Snapshot Neural Ensemble Method for Cancer Type Prediction Based on Copy Number Variations

Neural Computing and Applications

Oya Beyan, Ananya Choudry, Johan van Soest, Oliver Kohlbacher, Lukas Zimmermann, Holger Stenzhorn, Md. Rezaul Karim, Michel Dumontier, Stefan Decker, Luiz Olavo Bonino da Silva Santos, Andre Dekker

Distributed Analytics on Sensitive Medical Data: The Personal Health Train

Data Intelligence

More publications…