5 citations · 8 across the 4 of their papers we have counts for
4 papers
Tensions between Preference and Performance: Designing for Visual Exploration of Multi-frequency Medical Network Data
Christian Knoll, Laura Koesten, Isotta Rigoni +2
The analysis of complex high-dimensional data is a common task in many domains, resulting in bespoke visual exploration tools. Expectations and practices of domain experts as users…
The Gulf of Interpretation: From Chart to Message and Back Again
Christian Knoll, Torsten Möller, Kathleen Gregory +1
Charts are used to communicate data visually, but often, we do not know whether a chart's intended message aligns with the message readers perceive. In this mixed-methods study, we…
What is the message? Perspectives on Visual Data Communication
Regina Schuster, Kathleen Gregory, Christian Knoll +2
Data visualizations are widely used to communicate messages about urgent topics such as climate change and public health. However, we still know little about how these visualizatio…
Understanding the Behavior of Belief Propagation
Christian Knoll
Probabilistic graphical models are a powerful concept for modeling high-dimensional distributions. Besides modeling distributions, probabilistic graphical models also provide an el…