Methods in Molecular Biology

Data Mining for Systems Biology

Methods and Protocols

Editors: Mamitsuka, Hiroshi, DeLisi, Charles, Kanehisa, Minoru (Eds.)

  • Aids researchers in the further development of databases, mining, and visualization systems
  • Provides step-by-step detail essential for reproducible results
  • Contains key notes and implementation advice from the experts
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eBook $109.00
price for USA (gross)
  • ISBN 978-1-62703-107-3
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  • Immediate eBook download after purchase
Hardcover $139.00
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  • ISBN 978-1-62703-106-6
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About this book

The post-genomic revolution is witnessing the generation of petabytes of data annually, with deep implications ranging across evolutionary theory, developmental biology, agriculture, and disease processes. Data Mining for Systems Biology: Methods and Protocols, surveys and demonstrates the science and technology of converting an unprecedented data deluge to new knowledge and biological insight. The volume is organized around two overlapping themes, network inference and functional inference. Written in the highly successful Methods in Molecular Biology™ series format, chapters include introductions to their respective topics, lists of the necessary materials and reagents, step-by-step, readily reproducible protocols, and key tips on troubleshooting and avoiding known pitfalls.

 

Authoritative and practical, Data Mining for Systems Biology: Methods and Protocols also seeks to aid researchers in the further development of databases, mining and visualization systems that are central to the paradigm altering discoveries being made with increasing frequency.

Table of contents (17 chapters)

  • Dense Module Enumeration in Biological Networks

    Tsuda, Koji (et al.)

    Pages 1-8

  • Discovering Interacting Domains and Motifs in Protein–Protein Interactions

    Hugo, Willy (et al.)

    Pages 9-20

  • Global Alignment of Protein–Protein Interaction Networks

    Mongiovì, Misael (et al.)

    Pages 21-34

  • Structure Learning for Bayesian Networks as Models of Biological Networks

    Larjo, Antti (et al.)

    Pages 35-45

  • Supervised Inference of Gene Regulatory Networks from Positive and Unlabeled Examples

    Mordelet, Fantine (et al.)

    Pages 47-58

Buy this book

eBook $109.00
price for USA (gross)
  • ISBN 978-1-62703-107-3
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $139.00
price for USA
  • ISBN 978-1-62703-106-6
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Data Mining for Systems Biology
Book Subtitle
Methods and Protocols
Editors
  • Hiroshi Mamitsuka
  • Charles DeLisi
  • Minoru Kanehisa
Series Title
Methods in Molecular Biology
Series Volume
939
Copyright
2013
Publisher
Humana Press
Copyright Holder
Springer Science+Business Media New York
Distribution Rights
Distribution rights In India: Panima Educational Book Agency, New Delhi, India
eBook ISBN
978-1-62703-107-3
DOI
10.1007/978-1-62703-107-3
Hardcover ISBN
978-1-62703-106-6
Series ISSN
1064-3745
Edition Number
1
Number of Pages
XII, 279
Topics