Interactive representations and analytical tools for raw textual data and the results of text mining algorithms.
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.
User-centered evaluation in visualization and visual analytics.
Innovative research at the intersection of temporal data mining and interactive visualization.
Basic and applied research on Human-AI/Automation Joint Control for mission-critical processes. Research on visual analysis tools, on concepts for visualization of processes.
Research on the utilization of immersive human-computer interfaces to support data understanding, analytical reasoning, and collaborative decision making.
Complement visualizations to provide more information and simultaneously ease the interpretation of visual representations.
Research on visual representation and analysis of data with multiple dimensions with a focus on real-time data streams.
