56 citations · 288 across the 27 of their papers we have counts for
3 papers · 1 filter
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…
Inferring geometric constraints in human demonstrations
Guru Subramani, Michael Zinn, Michael Gleicher
This paper presents an approach for inferring geometric constraints in human demonstrations. In our method, geometric constraint models are built to create representations of kinem…
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…