SpringerBriefs in Electrical and Computer Engineering

Network Inference in Molecular Biology

A Hands-on Framework

Authors: Lingeman, Jesse M., Shasha, Dennis

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eBook $29.99
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  • ISBN 978-1-4614-3113-8
  • Digitally watermarked, DRM-free
  • Included format: PDF
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  • Immediate eBook download after purchase
Softcover $39.95
price for USA
  • ISBN 978-1-4614-3112-1
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About this book

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.

Table of contents (5 chapters)

  • Overview of Network Inference

    Lingeman, Jesse M (et al.)

    Pages 1-9

  • Clustering Data

    Lingeman, Jesse M (et al.)

    Pages 11-22

  • Step 2: Use Steady State Data for Network Inference

    Lingeman, Jesse M (et al.)

    Pages 23-50

  • Step 3: Using Time-Series Data

    Lingeman, Jesse M (et al.)

    Pages 51-76

  • Pipelines

    Lingeman, Jesse M (et al.)

    Pages 77-95

Buy this book

eBook $29.99
price for USA (gross)
  • ISBN 978-1-4614-3113-8
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $39.95
price for USA
  • ISBN 978-1-4614-3112-1
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Rent the ebook  
  • Rental duration: 1 or 6 month
  • low-cost access
  • online reader with highlighting and note-making option
  • can be used across all devices
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Bibliographic Information

Bibliographic Information
Book Title
Network Inference in Molecular Biology
Book Subtitle
A Hands-on Framework
Authors
Series Title
SpringerBriefs in Electrical and Computer Engineering
Copyright
2012
Publisher
Springer-Verlag New York
Copyright Holder
The Author(s)
eBook ISBN
978-1-4614-3113-8
DOI
10.1007/978-1-4614-3113-8
Softcover ISBN
978-1-4614-3112-1
Series ISSN
2191-8112
Edition Number
1
Number of Pages
IX, 100
Number of Illustrations and Tables
58 b/w illustrations
Topics