Rob Sullivan 
Introduction to Data Mining for the Life Sciences [PDF ebook] 

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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.

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Содержание

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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язык английский ● Формат PDF ● страницы 638 ● ISBN 9781597452908 ● Размер файла 22.2 MB ● издатель Humana Press ● город NJ ● Страна US ● опубликованный 2012 ● Загружаемые 24 месяцы ● валюта EUR ● Код товара 2249904 ● Защита от копирования Социальный DRM

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