37 citations · 90 across the 4 of their papers we have counts for
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cs.HC2018★ 16 cited
Visual Designs for Binned Aggregation of Multi-Class Scatterplots
Florian Heimerl, Chih-Ching Chang, Alper Sarikaya +1
Point sets in 2D with multiple classes are a common type of data. A canonical visualization design for them are scatterplots, which do not scale to large collections of points. For…
cs.HC2018★ 37 cited
A User-based Visual Analytics Workflow for Exploratory Model Analysis
Dylan Cashman, Shah Rukh Humayoun, Florian Heimerl +9
Many visual analytics systems allow users to interact with machine learning models towards the goals of data exploration and insight generation on a given dataset. However, in some…