Designing Usable Interactive Visual Analytics Tools for Dimension Reduction

Abstract

In this paper, we present principles focused on humancentered usability for developing interactive visual analytic systems that enable users to tweak model parameters directly or indirectly so that they may explore high-dimensional data. To exemplify our principles, we refer to our application, Andromeda, that implements interactive weighted… (More)

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