Handbook of Research on Computational Methodologies in Gene Regulatory Networks

Sanjoy Das, Doina Caragea, Stephen M. Welch, William H. Hsu (Herausgeber)

Buch | Hardcover

719 Seiten

2009
Medical Information Science Reference (Verlag)
978-1-60566-685-3 (ISBN)

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Recent advances in gene sequencing technology are now shedding light on the complex interplay between genes that elicit phenotypic behavior characteristic of any given organism. In order to mediate internal and external signals, the daunting task of classifying an organism's genes into complex signaling pathways needs to be completed. The Handbook of Research on Computational Methodologies in Gene Regulatory Networks focuses on methods widely used in modeling gene networks including structure discovery, learning, and optimization. This innovative Handbook of Research presents a complete overview of computational intelligence approaches for learning and optimization and how they can be used in gene regulatory networks.

Bayesian networks for modeling Boolean networks Computational approaches for modeling Computational intelligence techniques Gene regulatory networks Genetical genomics data Heterogeneous genetic networks Markov decision process Microarray gene expression measurements Reverse engineering

Erscheint lt. Verlag	21.4.2011
Zusatzinfo	Illustrations
Verlagsort	Hershey
Sprache	englisch
Gewicht	2010 g
Themenwelt	Mathematik / Informatik ► Informatik ► Theorie / Studium
ISBN-10	1-60566-685-8 / 1605666858
ISBN-13	978-1-60566-685-3 / 9781605666853
Zustand	Neuware