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Understanding Complex Datasets - 9781584888321

Un libro in lingua di Skillicorn David B. edito da Chapman & Hall, 2007

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For researchers who have complex datasets that garden-variety data-mining techniques do not handle well, Skillicorn explains some of the common matrix decomposition techniques, which break a dataset into its constituent parts in order to analyze it. They are singular value and semi-discrete decompositions, independent component analysis, non-negative matrix factorization, and tensors. The book could serve as a supplemental text in a graduate course on data mining. Annotation ©2007 Book News, Inc., Portland, OR (booknews.com)

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