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Książka Genomic Signal Processing Edward R. Dougherty

Genomic Signal Processing

Autor: Edward R. Dougherty, Ilya Shmulevich
Język: Angielski
Oprawa: Twarda
Wydawca: Princeton University Press
Dostępność: Dostępna u dostawcy
Wysyłamy za 9-15 dni
543.20 zł
Genomic signal processing (GSP) can be defined as the analysis, processing, and use of genomic signa...

Informacje o książce

Autor
Edward R. Dougherty, Ilya Shmulevich
Język
Angielski
Oprawa
Książka - Twarda
Data wydania
2007
strony
288
EAN
9780691117621
ISBN
0691117624
Enbook ID
04640806
Wydawca
Princeton University Press
Waga
562
Wymiary
167 x 236 x 26

Pełny opis

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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