Prof. Dr. Stefan Decker

Contact Information

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Theses

• Conversion from RDF to Prototype-based Knowledge Base (Open)
• Developing a Data Annotation Tool for Scientific Data Management (Open)
• Evaluating the performance of all-pairs personalized page rank (Open)
• Evaluation of Approximate Hierarchical Clustering Algorithms (Open)
• Evaluation of Stream Sampling Algorithms (Open)
• Optimizing Mining Maximal Frequent Patterns with MFPAS (Open)
• Accelerating Graph Embedding using GPUs and Distributed Computing (Running)
• Analysis of Breast Cancer Genomic Data with Multimodal Deep Belief Network (Running)
• Arden Syntax in Use of Data Analysis Pipelines - Development of a DSL Based on the Arden Syntax, supporting recruitment for clinical trails (Running)
• Design and Implementation of an adaptable visual query tool for graph based health data (Running)

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Publications

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

2016

• Oya Beyan, Stefan Decker

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

  Published in SWAT4LS

• 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

• Oya Beyan, Stefan Decker

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

• Oya Beyan, Stefan Decker

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

• Michael Cochez, Stefan Decker, Eric Prud'hommeaux

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

  Published in ArXiv preprint

• Michael Cochez, Stefan Decker

  Knowledge representation on the web revisited: the case for prototypes

  Published in International Semantic Web Conference (pp. 151-166). Springer International Publishing.