Research Catalog

Genomic signal processing

Title
Genomic signal processing / Ilya Shmulevich and Edward R. Dougherty.
Author
Shmulevich, Ilya, 1969-
Publication
Princeton, N.J. : Princeton University Press, [2007], ©2007.

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TextRequest in advance QP517.C45 S5 2007gOff-site

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Details

Additional Authors
Dougherty, Edward R.
Description
xiii, 298 pages : illustrations; 25 cm.
Summary
"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."--BOOK JACKET.
Series Statement
Princeton series in applied mathematics
Uniform Title
Princeton series in applied mathematics.
Subject
  • Cellular signal transduction
  • Genetic regulation
Bibliography (note)
  • Includes bibliographical references (p. [292]-294) and index.
Contents
1. Biological foundations -- 2. Deterministic models of gene networks -- 3. Stochastic models of gene networks -- 4. Classification -- 5. Regularization -- 6. Clustering.
ISBN
  • 9780691117621
  • 0691117624
LCCN
2006936719
OCLC
  • ocn154694757
  • 154694757
  • SCSB-5359148
Owning Institutions
Columbia University Libraries