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- W2029358311 abstract "A new method (the Contrast statistic) for estimating the number of clusters in a set of data is proposed. The technique uses the output of self-organising map clustering algorithm, comparing the change in dependency of “Contrast” value upon clusters number to that expected under a uniform distribution. A simulation study shows that the Contrast statistic can be used successfully either, when variables describing the object in a multi-dimensional space are independent (ideal objects) or dependent (real biological objects)." @default.
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- W2029358311 date "2012-01-01" @default.
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- W2029358311 title "Estimating the number of data clusters via the contrast statistic" @default.
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- W2029358311 doi "https://doi.org/10.4236/jbise.2012.52012" @default.
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