ANALYSIS OF BIOLOGICAL SYSTEMS (eBook)

Corrado Priami, Melissa J Morine (Autoren)

eBook Download: EPUB

2015
432 Seiten
World Scientific Publishing Company (Verlag)
978-1-78326-689-0 (ISBN)

Infos

Modeling is fast becoming fundamental to understanding the processes that define biological systems. High-throughput technologies are producing increasing quantities of data that require an ever-expanding toolset for their effective analysis and interpretation. Analysis of high-throughput data in the context of a molecular interaction network is particularly informative as it has the potential to reveal the most relevant network modules with respect to a phenotype or biological process of interest.Analysis of Biological Systems collects classical material on analysis, modeling and simulation, thereby acting as a unique point of reference. The joint application of statistical techniques to extract knowledge from big data and map it into mechanistic models is a current challenge of the field, and the reader will learn how to build and use models even if they have no computing or math background. An in-depth analysis of the currently available technologies, and a comparison between them, is also included. Unlike other reference books, this in-depth analysis is extended even to the field of language-based modeling. The overall result is an indispensable, self-contained and systematic approach to a rapidly expanding field of science.

Produkt-Details

• Erscheint lt. Verlag: 29.1.2015
• Verlagsort: SG
• Sprache: englisch
• Themenwelt: Mathematik / Informatik ► Informatik
• Themenwelt: Naturwissenschaften ► Biologie
• ISBN-10: 1-78326-689-9 / 1783266899
• ISBN-13: 978-1-78326-689-0 / 9781783266890