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Genomic Signal Processing

Автор: Edward R. Dougherty, Ilya Shmulevich

Език:

Корици: С твърди корици

Издател: Princeton University Press

Наличност: Външен склад

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105.96 € 207.25 лв

Genomic signal processing (GSP) can be defined as the analysis, processing, and use of genomic signa...

Информация за книгата

Автор

Edward R. Dougherty, Ilya Shmulevich

Език

Английски език

Корици

Книга - С твърди корици

Издадена

2007

страници

288

EAN

9780691117621

ISBN

0691117624

Enbook ID

04640806

Издател

Princeton University Press

Теглоt

562

Размери

167 x 236 x 26

Пълно описание

Genomic signal processing (GSP) can be defined as the analysis, processing, and use of genomic signals to gain biological knowledge, and the translation of that knowledge into systems-based applications that can be used to diagnose and treat genetic diseases. Situated at the crossroads of engineering, biology, mathematics, statistics, and computer science, GSP requires the development of both nonlinear dynamical models that adequately represent genomic regulation, and diagnostic and therapeutic tools based on these models. This book facilitates these developments by providing rigorous mathematical definitions and propositions for the main elements of GSP and by paying attention to the validity of models relative to the data. Ilya Shmulevich and Edward Dougherty cover real-world situations and explain their mathematical modeling in relation to systems biology and systems medicine. "Genomic Signal Processing" makes a major contribution to computational biology, systems biology, and translational genomics by providing a self-contained explanation of the fundamental mathematical issues facing researchers in four areas: classification, clustering, network modeling, and network intervention.

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