{"product_id":"9781783266890","title":"Analysis Of Biological Systems","description":"\u003cp\u003eModeling 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.\u003c\/p\u003e\u003cp\u003e\u003ci\u003eAnalysis of Biological Systems\u003c\/i\u003e 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.\u003c\/p\u003e\u003cb\u003eContents:\u003c\/b\u003e\u003cul\u003e\n\u003cli\u003eAlgorithmic Systems Biology\u003c\/li\u003e\n\u003cli\u003eSetting the Context\u003c\/li\u003e\n\u003cli\u003eSystems and Models\u003c\/li\u003e\n\u003cli\u003eStatic Modeling Technologies\u003c\/li\u003e\n\u003cli\u003eDynamic Modeling Technologies\u003c\/li\u003e\n\u003cli\u003eLanguage-based Modeling\u003c\/li\u003e\n\u003cli\u003eDynamic Modeling Process\u003c\/li\u003e\n\u003cli\u003eSimulation\u003c\/li\u003e\n\u003cli\u003ePerspectives and Conclusions\u003c\/li\u003e\n\u003cli\u003eAppendix A: Basic Math\u003c\/li\u003e\n\u003cli\u003eAppendix B: Probability and Statistics\u003c\/li\u003e\n\u003cli\u003eAppendix C: Semantics of Modeling Languages\u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e\u003cb\u003eReadership:\u003c\/b\u003e Graduate students in computer science, physics, mathematics or engineering or biology-related fields who want to better understand how to develop and use models of biological systems. Practitioners in systems biology who want to understand algorithmic modeling and algorithmic systems biology.\u003cbr\u003e\u003cb\u003eKey Features:\u003c\/b\u003e\u003cul\u003e\n\u003cli\u003eThe book jointly deals with static (statistical) and dynamic (simulation) technologies making it a strong reference for who wants to approach real systems biology problems\u003c\/li\u003e\n\u003cli\u003eThe content of the book is the result of more than ten years application of the material in university courses and to industrial-level problems in systems pharmacology and systems nutrition\u003c\/li\u003e\n\u003cli\u003eThere is no reference work available for the field of language-based modeling that is studied in depth in this book\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"Imperial College Press","offers":[{"title":"Default Title","offer_id":47180628361456,"sku":"9781783266890","price":71.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0737\/7593\/9824\/files\/9781783266890_p0.jpg?v=1763723021","url":"https:\/\/shop-qa.barnesandnoble.com\/products\/9781783266890","provider":"Barnes \u0026 Noble (DEV)","version":"1.0","type":"link"}