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Perception-aware Sampling for Scatterplot Visualizations

Published • Jul 2, 2026
Authors:
Zafeiria Moumoulidou
,
Hamza Elhamdadi
,
Ke Yang

Abstract

Visualizing data is often a crucial first step in data analytics workflows, but growing data sizes pose challenges due to computational and visual perception limitations. As a result, data analysts commonly down-sample their data and work with subsets. Deriving representative samples, however, remai...

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