Abstract Information visualization as a field is growing rapidly in popularity since the first
information visualization conference in 1995. However, as a consequence of its growth, it is …

Progressive Visual Analytics aims at improving the interactivity in existing analytics
techniques by means of visualization as well as interaction with intermediate results. One …

Deep neural networks are now rivaling human accuracy in several pattern recognition
problems. Compared to traditional classifiers, where features are handcrafted, neural …

Virtual Reality (VR) has the potential to transform knowledge work. One advantage of VR
knowledge work is that it allows extending 2D displays into the third dimension, enabling …

The elegance of using virtual interactive lenses to provide alternative visual representations
for selected regions of interest is highly valued, especially in the realm of visualization …

This paper presents a design space of interaction techniques to engage with visualizations
that are printed on paper and augmented through Augmented Reality. Paper sheets are …

Topic modeling, which reveals underlying topics of a document corpus, has been actively
adopted in visual analytics for large-scale document collections. However, due to its …

During sensemaking, people annotate insights: underlining sentences in a document or
circling regions on a map. They jot down their hypotheses: drawing correlation lines on …

Data analysis often involves finding models that can explain patterns in data, and reduce
possibly large data sets to more compact model‐based representations. In Statistics, many …

Analysis and exploration of spatio-temporal data such as traffic flow and vehicle trajectories
have become important in urban planning and management. In this paper, we present a …