A pointwise multivariate information-driven sampling method generates reduced datasets that preserve statistical associations among variables for effective feature queries and analysis.
Elements of Information Theory, 2nd ed.; Wiley Series in Telecommunications and Signal Processing; Wiley-Interscience, New York, NY, USA: 2006
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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.