Interactive representations and analytical tools for raw textual data and the results of text mining algorithms.
Research on visual representation and analysis of data with multiple dimensions (or features) with a focus on dimensionality reduction techniques.
Providing insights from AI/ML models to make better predictions and improve the trustworthiness of the results.
Developing novel network layouts and interactive visual analysis tools for large and complex networks.
General research on the foundations of visualization and visual analytics.
We develop interactive visualization tools for analyzing software metrics as well as for computer science education.
Research at the borderline between human-computer interaction and visualization.
