Junior Professor for Computer Science

Research Areas

Information Visualization

Readable visual representations of abstract data.

  • Network and hierarchy visualization
  • Representation of temporal data
  • Visual comparison
  • Word-sized graphics
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Software Visualization

Applying visualization techniques to support software development.

  • Software performance
  • Software evolution
  • Visual debugging
  • Code quality
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Visual Analytics

Embedding visualization into interactive interfaces and integrating it with algorithmic solutions.

  • Self-explanatory visual analysis
  • Interactive documents
  • Integration of visualization and text
  • Explainable machine learning
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Learn more in our publications and try out our interactive visualization software.

Prof. Dr. Fabian Beck

Junior professor at University of Duisburg-Essen since 2016, previously postdoc at VISUS, University of Stuttgart and PhD candidate in Software Engineering at University of Trier. Junior Fellow of Eurographics since 2018.

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Team

We like to tell you more about our research, offer consulting on visualization, and answer questions about teaching. Please get in touch with us!

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We are Member of paluno

paluno – the Ruhr Institute for Software Technology is one of the largest research institutes for software engineering in Germany. Ten professors and over 100 scientists conduct excellent applied and basic research here. They investigate and test principles, methods and tools for the development of software-based technologies.

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Contact

Prof. Dr. Fabian Beck

Universität Duisburg-Essen
Gerlingstraße 16
45127 Essen, Germany

Room: S-GW 209 (via S-GW 210)
fabian.beck (at) paluno.uni-due.de
Tel.: +49 201 183-7057

Office

Heike Göris and Laura Neubauer
Room: S-GW 207
sekretariat (at) paluno.uni-due.de
Tel.: +49 201 183-4660

News

 Thu, 22. Oct. 2020   Agarwal, Shivam

Don’t be Afraid of Rejection

Paper rejections are common in research. Although researchers come to terms with such unpleasant encounters with experience, these rejections can be quite painful and frustrating experience for young researchers who have just set...
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 Mon, 19. Oct. 2020   Beck, Fabian

Presenting our Research in Videos

Our research group has started a YouTube channel for showcasing our research in various video presentations.
 Tue, 06. Oct. 2020   Agarwal, Shivam

Visualization of Changing Categories Receives VMV 2020 Best Paper Award

Our recent research work titled “Visualizing Sets and Changes in Membership Using Layered Set Intersection Graphs” won the Best Paper Award at the Vision, Modeling, and Visualization (VMV) 2020 conference. The conference was held...
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 Tue, 30. Jun. 2020   Hagen Tarner

Participation in International Seminar on Software Evolution

Visualizing Evolution and Performance Metrics on Method Level as Multivariate Data
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 Wed, 17. Jun. 2020   Beck, Fabian

Complex Temporal Bahavior Unrolled

Machine learning methods are powerful but are hard to understand, especially if they show complex temporal behavior as part of their training process or when being used as autonomous agents. Group member Shivam Agarwal, together...
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 Fri, 10. Jan. 2020   Beck, Fabian

Learning from Network Comparison

New interdisciplinary MERCUR research project on comparative data analysis within the Ruhr University Alliance
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 Thu, 09. Jan. 2020   Agarwal, Shivam

Awarded: Visualization Support for Artificial Intelligence Development

A visualization tool developed by PhD student Shivam Agarwal, which supports analysis of Pommerman games in a competition, was awarded with $1k in Google Credits. The competition was held as a workshop of the NeurIPS...
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 Mon, 07. Oct. 2019   Beck, Fabian

VISSOFT 2019 Best Paper Award

Our publication "Performance Evolution Matrix: Visualizing Performance Variations along Software Versions" was awarded at IEEE VISSOFT 2019 in Cleveland, USA as the best conference contribution.
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 Tue, 06. Aug. 2019   Beck, Fabian

Finding the Root Cause: Why Software Gets Slower

Two new approaches for monitoring software performance will be presented at the international conference VISSOFT 2019
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 Thu, 01. Aug. 2019   Latif, Shahid

Software Quality Explained

Presenting the quality of a software project as an interactive combination of text and visualizations
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 Thu, 04. Jul. 2019   Beck, Fabian

Transparency through Visualization: Making AI Understandable

Fabian Beck will present on this topic at the paluno event for the "3. Essener Wissenschaftssommer" on July 4, 2019. The talk will highlight practical applications of machine learning methods and explain the role visualization...
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 Mon, 01. Jul. 2019   Beck, Fabian

Democratized Data: Geographical Information Understandable for Everyone

New DFG-funded research project in the priority programme „Volunteered Geographic Information“
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