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A Hybrid Feature Selection Model For Genome Wide Association Studies

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Paperback: 232 pages
Publisher: LAP LAMBERT Academic Publishing (September 12, 2014)
Language: English
ISBN-10: 9783659588280
ISBN-13: 978-3659588280
ASIN: 3659588288
Product Dimensions: 5.9 x 0.5 x 8.7 inches
Format: PDF ePub TXT book

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Through Genome Wide Association Studies (GWAS) many SNP-complex disease relations have been investigated so far. GWAS presents high amount – high dimensional data and relations between SNPs, phenotypes and diseases are most likely to be nonlinear. In order to handle high volume-high dimensional data and to be able to find the nonlinear relations, data mining approaches are needed. In this work, a hybrid feature selection model of support vector m...

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