36 citations · 81 across the 11 of their papers we have counts for
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cs.HC2018
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…
cs.HC2018
Evaluation of Visualization by Demonstration and Manual View Specification
Bahador Saket, Alex Endert
We present an exploratory study comparing the visualization construction and data exploration processes of people using two visualization tools, each implementing a different inter…
stat.ML2018
The State of the Art in Integrating Machine Learning into Visual Analytics
A. Endert, W. Ribarsky, C. Turkay +4
Visual analytics systems combine machine learning or other analytic techniques with interactive data visualization to promote sensemaking and analytical reasoning. It is through su…