Dr. Frederik L. Dennig
Research Interests
- 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 Prototypes
- 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
Teaching Assistance
| WS 2024/2025 | Data Mining: Basic Concepts |
| SS 2024 | Programmierkurs I |
| WS 2023/2024 | Data Mining: Basic Concepts |
| SS 2023 | Programmierkurs I |
| WS 2022/2023 | Programmierkurs I |
| SS 2022 | Programmierkurs I |
| WS 2021/2022 | Programmierkurs I |
| SS 2021 | Programmierkurs I |
| WS 2020/2021 | Data Visualization: Advanced Topics |
| SS 2020 | Data Visualization: Basic Concepts |
| WS 2019/2020 | Data Mining: Basic Concepts |
| SS 2019 | Information Visualization II |
| WS 2018/2019 | Analyse & Visualisierung |
Research Projects
| 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 |