Prof. Dr. Stefan Decker
Contact Information
| Address: |
Lehrstuhl Informatik 5 6231, 2nd floor, building: E2 Ahornstr. 55 52056 Aachen DE |
| Phone: | +49 241 80 21501 |
| Fax: | +49 241 80 22321 |
| Email: | decker@dbis.rwth-aachen.de |
Current Teaching
Past Teaching
- Privacy and Big Data (WS 18/19)
- Methods for Data Reusability (WS 18/19)
- Data Driven Medicine (WS 18/19)
- Semantic Web (WS 18/19)
- Privacy Enhancing Technologies for Data Science (WS 18/19)
- Knowledge Graphs Praktikum (SS 18)
- Datenbanken und Informationssysteme (SS 18)
- Privacy and Big Data (WS 17/18)
- Linked Data (WS 17/18)
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 Stream Sampling Algorithms (Open)
- Exploring Unknown Environments - Finding Pollution in Underground Pipes (Open)
- Optimizing Mining Maximal Frequent Patterns with MFPAS (Open)
- Accelerating KGlove Graph Embedding (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)
- Data Dependence and Indecisiveness for Locality-Sensitive Hashing (Running)
Publications
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k-RDF-Neighbourhood Anonymity: Combining Structural and Attribute-Based Anonymisation for Linked Data
Benjamin Heitmann, Felix Hermsen, Stefan Decker
Published in Workshop on Society, Privacy and the Semantic Web - Policy and Technology (PrivOn 2017) at the International Semantic Web Conference (ISWC) 2017
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An RDF Based Semantic Approach to Model Temporal Relations in Health Records
Published in SWAT4LS
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Towards the use of graph summaries for privacy enhancing release and querying of Linked Data
Benjamin Heitmann, Felix Hermsen, Stefan Decker
Published in Workshop on Society, Privacy and the Semantic Web - Policy and Technology (PrivOn 2016) at the International Semantic Web Conference (ISWC) 2016
- A semantic architecture for preserving and interpreting the information contained in Irish historical vital records
- A Framework for Applying Data Integration and Curation Pipelines to Support Integration of Migrants and Refugees in Europe
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Knowledge representation on the web revisited: tools for prototype based ontologies.
Michael Cochez, Stefan Decker, Eric Prud'hommeaux
Published in ArXiv preprint
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Knowledge representation on the web revisited: the case for prototypes
Published in International Semantic Web Conference (pp. 151-166). Springer International Publishing.
Professorship for Christoph Quix 