ProReveal: Progressive Visual Analytics with Safeguards

IEEE transactions on visualization and computer graphics, pp. 1-1, 2019.

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Abstract:

We present a new visual exploration concept-Progressive Visual Analytics with Safeguards-that helps people manage the uncertainty arising from progressive data exploration. Despite its potential benefits, intermediate knowledge from progressive analytics can be incorrect due to various machine and human factors, such as a sampling bias or...More

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