3 papers
cs.HC2025
Grand Challenge: Mediating Between Confirmatory and Exploratory Research Cultures in Health Sciences and Visual Analytics
Viktor von Wyl, Jürgen Bernard
Collaboration between health science and visual analytics research is often hindered by different, sometimes incompatible approaches to research design. Health science often follow…
cs.HC2025
The Human-Data-Model Interaction Canvas for Visual Analytics
Jürgen Bernard
Visual Analytics (VA) integrates humans, data, and models as key actors in insight generation and data-driven decision-making. This position paper values and reflects on 16 VA proc…
cs.HC2025
Scalable Class-Centric Visual Interactive Labeling
Matthias Matt, Jana Sedlakova, Jürgen Bernard +2
Large unlabeled datasets demand efficient and scalable data labeling solutions, in particular when the number of instances and classes is large. This leads to significant visual sc…