Genomic Signal Processing
Language: English
Published by Princeton University Press, 2007
Series: Book 21 of 33 - Princeton Series in Applied Mathematics
- Hardcover
- Used

Seller: Better World Books, Mishawaka, IN, U.S.A.Better World Books
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Former library copy. Pages intact with possible writing/highlighting. Binding strong with minor wear. Dust jackets/supplements may not be included. Includes library markings. Stock photo provided. Product includes identifying sticker. Better World Books: Buy Books. Do Good.
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- Title
- Genomic Signal Processing
- Author
- Dougherty, Edward R., Shmulevich, Ilya
- Publisher
- Princeton University Press
- Publication year
- 2007
- Condition
- Very Good
- Binding
- Hardcover
- Language
- English
- ISBN 10
- 0691117624
- ISBN 13
- 9780691117621
- Item weight
- 1.113 pounds
- Dimensions
- N/A
- Series
- Book 21 of 33: Princeton Series in Applied Mathematics
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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Better World Books
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