Prof. Dr. Stefan Decker

Contact Information

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Theses

• Developing a Data Annotation Tool for Scientific Data Management (Open)
• Entwicklung einer Co-Simulationsumgebung zur Abbildung des Prozessdatenverkehrs von intelligenten Energienetzen (Open)
• Entwicklung eines Systems zur Angriffserkennung in intelligenten Energienetzen (Open)
• Exploring Unknown Environments - Finding Pollution in Underground Pipes (Open)
• Modellierung und Analyse der Anwendbarkeit von Blockchain Technologien in der Energieversorgung (Open)
• Dynamic Embeddings of Evolving Knowledge Graphs (Running)
• Graph-Structured Query Construction for Natural Language Questions (Running)
• Machine Learning for Anonymization of Unstructured Text (Running)
• Modeling for Street Level Crime Prediction (Running)
• Patterns for Integrating Rule Based and Process Based Model Components of Computerized Clinical Guidelines (Running)

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Publications

2019

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

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

2018

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

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

• Md. Rezaul Karim, Binh-Phi Nguyen, Lukas Zimmermann, Toralf Kirsten, Matthias Löbe, Frank Meineke, Holger Stenzhorn, Oliver Kohlbacher, Stefan Decker, Oya Beyan

  A Distributed Analytics Platform to Execute FHIR-based Phenotyping Algorithms

• Emily Porter, Alessandra La Gioia, Saqib Salahuddin, Stefan Decker, Atif Shahzad, M. Adnan Elahi, Martin O'Halloran, Oya Beyan

  Minimum information for dielectric measurements of biological tissues (MINDER): A framework for repeatable and reusable data

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

  Schema Extraction for Privacy Preserving Processing of Sensitive Data

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

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

• 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

  Smart medical information technology for healthcare (SMITH)

2017

• Benjamin Heitmann, Felix Hermsen, Stefan Decker

  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

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

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

2016

• Oya Beyan, Stefan Decker

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

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