A pointwise multivariate information-driven sampling method generates reduced datasets that preserve statistical associations among variables for effective feature queries and analysis.
Information Theory Tools for Computer Graphics; Synthesis Lectures on Computer Graphics and Animation; Morgan and Claypool Publishers: Fort Collins, CO, USA, 2009
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Multivariate Pointwise Information-Driven Data Sampling and Visualization
A pointwise multivariate information-driven sampling method generates reduced datasets that preserve statistical associations among variables for effective feature queries and analysis.