Molekylærbiologi
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Network Inference in Molecular Biology
A Hands-on Framework
Udgivet af Springer-Verlag New York Inc.
ISBN
9781461431121
Om denne bog
Inferring gene regulatory networks is a difficult problem to solve due to the relative scarcity of data compared to the potential size of the networks. While researchers have developed techniques to find some of the underlying network structure, there is still no one-size-fits-all algorithm for every data set. Network …
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Bogdetaljer
Forfatter
Jesse M. Lingeman, Dennis Shasha
Forlag
Springer-Verlag New York Inc.
Kategori
Molekylærbiologi
ISBN-13
9781461431121
EAN
9781461431121
Format
Hæftet
Sprog
Engelsk
sider
100
Undertitel
- A Hands-on Framework
Produktbeskrivelse
Inferring gene regulatory networks is a difficult problem to solve due to the relative scarcity of data compared to the potential size of the networks. While researchers have developed techniques to find some of the underlying network structure, there is still no one-size-fits-all algorithm for every data set. Network Inference in Molecular Biology examines the current techniques used by researchers, and provides key insights into which algorithms best fit a collection of data. Through a series of in-depth examples, the book also outlines how to mix-and-match algorithms, in order to create one tailored to a specific data situation.Network Inference in Molecular Biology is intended for advanced-level students and researchers as a reference guide. Practitioners and professionals working in a related field will also find this book valuable.
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