Data Mining for Bioinformatics Applications

Author: Zengyou, He

Brand: Woodhead Publishing

Edition: 1

ISBN: 9780081001004

Release Date: 19-06-2015

Package Dimensions: 9.1 x 6.1 x 0.4 inches

Languages: English

Binding: hardcover

Number Of Pages: 100

Details: 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. Provides valuable information on the data mining methods have been widely used for solving real bioinformatics problems Uses an example-based method to illustrate how to apply data mining techniques to solve real bioinformatics problems Contains 45 bioinformatics problems that have been investigated in recent research