Data Mining for Bioinformatics Applications

ISBN: 9780081001004 出版年：2015 页码：100 Zengyou, He Woodhead Publishing_RM

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