Frederik L. Dennig
Scholar

Frederik L. Dennig

Google Scholar ID: T57sqKoAAAAJ
University of Konstanz
Visual AnalyticsInformation VisualizationHigh-Dimensional Data
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Citations & Impact
All-time
Citations
126
 
H-index
7
 
i10-index
5
 
Publications
20
 
Co-authors
5
list available
Contact
Emaildennig@dbvis.inf.uni-konstanz.deTwitterOpen ↗
Publications
4 items
LCIP: Loss-Controlled Inverse Projection of High-Dimensional Image Data
2026
Cited
0
Dissecting Atomic Facts: Visual Analytics for Improving Fact Annotations in Language Model Evaluation
2025
Cited
0
DE-VAE: Revealing Uncertainty in Parametric and Inverse Projections with Variational Autoencoders using Differential Entropy
2025
Cited
0
Evaluating Autoencoders for Parametric and Invertible Multidimensional Projections
2025
Cited
0
Resume (English only)
Academic Achievements
  • Involved in several research projects and developed online prototypes such as The Categorical Data Map, ParSetgnostics, VulnEx, Slope-Dependent Rendering of Parallel Coordinates, HistoBankVis, etc.
Research Experience
  • Teaching assistant for multiple courses including Research Seminar: Data Mining & Information Visualization (Doctoral Seminar), Programming Course I, etc. Involved in SFB-TRR 161 project's A03 sub-project: Quantification of Visual Explainability; and SPARTA project's CAPE sub-project: Continuous assessment in polymorphous environments.
Education
  • No specific educational background information provided.
Background
  • Research interests include visual enhancement of multidimensional projections, dimensionality reduction and subspace analysis, feedback-driven adaptation of visualizations, quantification of quality and patterns in visualizations, and visual-interactive machine learning.
Miscellany
  • Contact: Dr. Frederik L. Dennig, University of Konstanz, Data Analysis and Visualization, Room ZT1107, Box 78, Universität Konstanz, Universitätsstraße 10, 78457 Konstanz, Germany, Tel.: +49 (0) 7531 88-3486, Fax: +49 (0) 7531 88-3268
Co-authors
5 total
Daniel Keim
Daniel Keim
Professor of Computer Science, Data Analysis and Visualization, University of Konstanz
Co-author 2
Co-author 2
Maximilian T. Fischer
Maximilian T. Fischer
Postdoctoral Research Fellow, University of Konstanz
Co-author 4
Co-author 4
Michael Behrisch
Michael Behrisch
Associate Professor of Computer Science, Utrecht University, Netherlands