Introduction to Data Mining for the Life Sciences

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Paperback, 638 blz. | Engels
Humana Press | 2012e druk, 2014
ISBN13: 9781627039482
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Humana Press 2012e druk, 2014 9781627039482
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Data mining provides a set of new techniques to integrate, synthesize, and analyze tdata, uncovering the hidden patterns that exist within. Traditionally, techniques such as kernel learning methods, pattern recognition, and data mining, have been the domain of researchers in areas such as artificial intelligence, but leveraging these tools, techniques, and concepts against your data asset to identify problems early, understand interactions that exist and highlight previously unrealized relationships through the combination of these different disciplines can provide significant value for the investigator and her organization.

Specificaties

ISBN13:9781627039482
Taal:Engels
Bindwijze:paperback
Aantal pagina's:638
Uitgever:Humana Press
Druk:2012

Inhoudsopgave

Introduction.- Fundamental Concepts.- Data Architecture and Data Modeling.- Representing Data Mining Results.- The Input Side of the Equation.- Statistical Methods.- Bayesian Statistics.- Machine Learning Techniques.- Classification and Prediction.- Informatics.- Systems Biology.- Let’s Call it a Day.- Appendix A.- Appendix B.- Appendix C. Appendix D.- Index.

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        Introduction to Data Mining for the Life Sciences