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Visualization of data by method of elastic maps and its applications in genomics, economics and sociology.
Gorban A. N., Zinovyev A. Yu.
Institut des Hautes Etudes Scientifiques Preprint. IHES M/01/36.
Online-version
http://www.ihes.fr/PREPRINTS/M01/Resu/resu-M01-36.html
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Abstract
Technology of data visualization and data modeling is suggested. The basic of the technology is original idea of elastic net and methods of its construction and application. A short review of relevant methods has been made. The methods proposed are illustrated by applying them to the real biological, economical, sociological datasets and to some model data distributions.
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