Introduction to Data Mining for the Life Sciences - Rob Sullivan

Introduction to Data Mining for the Life Sciences

(Autor)

Buch | Softcover
638 Seiten
2014
Humana Press Inc. (Verlag)
978-1-62703-948-2 (ISBN)
213,99 inkl. MwSt
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.

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.

Erscheint lt. Verlag 3.3.2014
Zusatzinfo XVIII, 638 p.
Verlagsort Totowa, NJ
Sprache englisch
Maße 155 x 235 mm
Themenwelt Mathematik / Informatik Informatik Theorie / Studium
Informatik Weitere Themen Bioinformatik
Naturwissenschaften Biologie Genetik / Molekularbiologie
ISBN-10 1-62703-948-1 / 1627039481
ISBN-13 978-1-62703-948-2 / 9781627039482
Zustand Neuware
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