He Zengyou,
He (Associate Professor, School of Software, Dalian University of Technology, China) Zengyou
Data Mining for Bioinformatics Applications
Gebonden Engels 2015 9780081001004Levertijd ongeveer 9 werkdagen
Gratis verzonden
Samenvatting
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.
Specificaties
Lezersrecensies
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Inhoudsopgave
<p>Chapter 1: An overview of data mining<br>Chapter 2: Introduction to bioinformatics<br>Chapter 3: Phosphorylation motif discovery<br>Chapter 4: Phosphorylation site prediction<br>Chapter 5: Protein inference in shotgun proteomics<br>Chapter 6: Protein-protein interaction network construction from AP-MS data<br>Chapter 7: Protein complex identification from AP-MS data<br>Chapter 8: Biomarker discovery<br></p>
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