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)
• An Explainable and Fully Automated Localization and Semantic Segmentation Technique for Biomedical Imaging (Running)
• Classification of Cancer with methylation aware motifs (Running)
• Datenanalyse zur Messung der Gleichmäßigkeit des Präparationsauftrags im Schmelzspinnprozess (Running)
• Dynamic Embeddings of Evolving Knowledge Graphs (Running)
• FAIR Identifier Registry for Distributed Systems (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

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

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

• Matthias Löbe, Oya Beyan, Sebastian Stäubert, Frank Meineke, Danny Ammon, Alfred Winter, Stefan Decker, Markus Löffler, Toralf Kirsten

  Design of Metadata Services for Clinical Data Interoperability in Germany

  Published in Stud Health Technol Inform

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

  Implementation of Clinical Decision Support Services to Detect Potential Drug-Drug Interaction Using Clinical Quality Language

  Published in Stud Health Technol Inform

• Matthias Löbe, Oya Beyan, Sebastian Stäubert, Frank Meineke, Danny Ammon, Alfred Winter, Stefan Decker, Markus Löffler, Toralf Kirsten

  Design of the SMITH Metadata Services

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

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