Data Mining for Bioinformatics Applications

by He Zengyou

Book Details

Format Hardback or Cased Book

ISBN-10 0081001002

ISBN-13 9780081001004

Publisher Elsevier Science & Technology

Imprint Woodhead Publishing Ltd

Country of Manufacture GB

Country of Publication GB

Publication Date Jun 4th, 2015

Print length 100 Pages

Weight 230 grams

Product Classification: Life sciences: general issues Data mining Artificial intelligence

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Data Mining for Bioinformatics Applications provides valuable information on the data mining methods have been widely used for solving real bioinformatics problems, including problem definition, data collection, data preprocessing, modeling, and validation. The text uses an example-based method to illustrate how to apply data mining techniques to solve real bioinformatics problems, containing 45 bioinformatics problems that have been investigated in recent research. For each example, the entire data mining process is described, ranging from data preprocessing to modeling and result validation.

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