Prof. Dr. Stefan Decker — Informatik 5 (Information Systems)

2020

Enabling Ad-hoc Reuse of Private Data Repositories through Schema Extraction

Published by Lars Gleim, Md. Rezaul Karim, Lukas Zimmermann, Oliver Kohlbacher, Holger Stenzhorn, Stefan Decker, Oya Beyan

SchemaTree: Maximum-likelihood Property Recommendation for Wikidata

Published in Proceedings of the 17th Extended Semantic Web Conference 2020 by Lars Gleim, Rafael Schimassek, Dominik Hüser, Maximilian Peters, Christoph Krämer, Michael Cochez, Stefan Decker

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

Deep learning-based clustering approaches for bioinformatics

Published in Briefings in Bioinformatics by Md. Rezaul Karim, Oya Beyan, Michael Cochez, Stefan Decker

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

Clinical Decision Support Services to Detect Potential Drug-Drug Interaction using Clinical Quality Language

Published by Binh-Phi Nguyen, Thomas Reese, Stefan Decker, Daniel C. Malone, Richard D. Boyce, Oya Beyan

Prognostically Relevant Subtypes and Survival Prediction for Breast Cancer Based on Multimodal Genomics Data

Published in IEEE Access by Md. Rezaul Karim, Galih Wicaksono, Ivan G. Costo, Stefan Decker, Oya Beyan

Drug-Drug Interaction Prediction Based on Knowledge Graph Embeddings and Convolutional-LSTM Network

Published by Md. Rezaul Karim, Michael Cochez, Joao Bosco Jares, Mumtaz Uddin, Oya Beyan, Stefan Decker

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 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

2018

Representing medication guidelines for use in production rule systems in the context of POLYCARE project

Published by Jonas W. Könning, Carlos A. Velasco, Yehya Mohamad, Stefan Decker, Oya Beyan

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

Schema Extraction for Privacy Preserving Processing of Sensitive Data

Published by Lars Gleim, Md. Rezaul Karim, Lukas Zimmermann, Oliver Kohlbacher, Holger Stenzhorn, Stefan Decker, Oya Beyan

Mining maximal frequent patterns in transactional databases and dynamic data streams: A spark-based approach

Published by Md. Rezaul Karim, Michael Cochez, Oya Beyan, Chowdhury Farhan Ahmed, Stefan Decker

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 a FAIR Sharing of Scientific Experiments: Improving Discoverability and Reusability of Dielectric Measurements of Biological Tissues

Published by Md. Rezaul Karim, Matthias Heinrichs, Lars Gleim, Michael Cochez, Emily Porter, Alessandra La Gioia, Saqib Salahuddin, Martin O'Halloran, Stefan Decker, Oya Beyan

2016

An RDF Based Semantic Approach to Model Temporal Relations in Health Records

Published by Oya Beyan, 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

A semantic architecture for preserving and interpreting the information contained in Irish historical vital records

Published by Christophe Debruyne, Oya Beyan, Rebecca Grant, Sandra Collins, Stefan Decker, Natalie Harrower

A Framework for Applying Data Integration and Curation Pipelines to Support Integration of Migrants and Refugees in Europe

Published by Oya Beyan, Siegfried Handschuh, Adamantios Koumpis, Garyfallos Fragidis, Stefan Decker

Knowledge representation on the web revisited: tools for prototype based ontologies.

Published in ArXiv preprint by Michael Cochez, Stefan Decker, Eric Prud'hommeaux

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

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Prof. Dr. Stefan Decker - Publications