Rob Sullivan
Introduction to Data Mining for the Life Sciences
Paperback Engels 2014 2012e druk 9781627039482
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Samenvatting
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
Lezersrecensies
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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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