Data mining for bioinformatics applications
by Zengyou, He
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…
Read More ↓Title Statements
- Full title :Data mining for bioinformatics applications / He Zengyou [aut]
Summary
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.
Read More ↓Edition Statements
- Publication Date:2015
Publication Statements
- Publisher(s):Woodhead Publishing is an imprint of Elsevier
- Place of Publication:Cambridge, UK
- Language:eng
- Publication Date:2015
The Physical Object
- Description:1 online resource
Edition Identifiers
- ISBN:9780081001073, 008100107X, 0081001002, 9780081001004
- oclc:on1281857849
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