Dr. Frederik L. Dennig
Dr. Frederik L. Dennig
Forschungsinteressen
- Visual Enhancement of Multidimensional Projections
- Dimensionality Reduction and Subspace Analysis
- Feedback-driven Adaptation of Visualizations
- Quantification of Quality and Patterns in Visualizations
- Visual-Interactive Machine Learning
Online-Prototypen
- Inverse Projections: An Interactive Web Explorer
- The Categorical Data Map: A Multidimensional Scaling-Based Approach
- ParSetgnostics: Quality Metrics for Parallel Sets
- VulnEx: Exploring Open-Source Software Vulnerabilities in Large Development Organizations to Understand Risk Exposure
- Slope-Dependent Rendering of Parallel Coordinates to Reduce Density Distortion and Ghost Clusters
- HistoBankVis: Detecting Linguistic Change via Data Visualization
Vorlesungen
| Semester | Vorlesung |
|---|---|
| SS 2026 | Applied Machine Learning |
| WS 2025/2026 | Applied Machine Learning |
Lehre
| Semester | Kurs |
|---|---|
| SS 2026 | Research Seminar Data Mining & Information Visualization (Doctoral Seminar) |
| WS 2025/26 | Research Seminar Data Mining & Information Visualization (Doctoral Seminar) |
| SS 2025 | Research Seminar Data Mining & Information Visualization (Doctoral Seminar) |
| WS 2024/25 | Data Mining: Basic Concepts |
| SS 2024 | Programmierkurs I |
| WS 2023/24 | Data Mining: Basic Concepts |
| SS 2023 | Programmierkurs I |
| WS 2022/23 | Programmierkurs I |
| SS 2022 | Programmierkurs I |
| WS 2021/22 | Programmierkurs I |
| SS 2021 | Programmierkurs I |
| WS 2020/21 | Data Visualization: Advanced Topics |
| SS 2020 | Data Visualization: Basic Concepts |
| WS 2019/20 | Data Mining: Basic Concepts |
| SS 2019 | Information Visualization II |
| WS 2018/19 | Analysis and Visualization of Information |
Forschungsprojekte
| Zeitraum | Projekt |
|---|---|
| 2021 - Now | SFB-TRR 161 - Quantitative Methods for Visual Computing ↳ A03 - Quantification of Visual Explainability (formerly named Quantification of Analytics Transformations and Mappings) |
| 2019 - 2021 | SPARTA - Strategic programs for advanced research and technology in Europe ↳ CAPE - Continuous assessment in polymorphous environments |
Publikationen
Kontakt
Frederik L. Dennig
AG Keim - Datenanalyse und Visualisierung
Gebäude ZT, Raum 1107
Postfach 78
Universität Konstanz
Universitätsstraße 10
78457 Konstanz
Deutschland
Tel.: +49 7531 88-3486
Fax: +49 7531 88-3268
Fax: +49 7531 88-3268
Termine nach Absprache per E-Mail.
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