2 citations · 3 across the 4 of their papers we have counts for
4 papers
Context-Aware Explanations for Spatialized Document Layouts
Wei Liu, John Wenskovitch, Chris North +1
Spatialized document layouts are widely used for exploratory analysis of text corpora, but interpreting the spatial organization of documents and the relationships between regions…
NetReAct: Interactive Learning for Network Summarization
Sorour E. Amiri, Bijaya Adhikari, John Wenskovitch +4
Generating useful network summaries is a challenging and important problem with several applications like sensemaking, visualization, and compression. However, most of the current…
An Examination of Grouping and Spatial Organization Tasks for High-Dimensional Data Exploration
John Wenskovitch, Chris North
How do analysts think about grouping and spatial operations? This overarching question incorporates a number of points for investigation, including understanding how analysts begin…
DeepVA: Bridging Cognition and Computation through Semantic Interaction and Deep Learning
Yali Bian, John Wenskovitch, Chris North
This paper examines how deep learning (DL) representations, in contrast to traditional engineered features, can support semantic interaction (SI) in visual analytics. SI attempts t…