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Life Sciences - Systems Biology and Bioinformatics | Data Mining for Systems Biology - Methods and Protocols

Data Mining for Systems Biology

Methods and Protocols

Series: Methods in Molecular Biology, Vol. 939

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

2013, XII, 279 p. 77 illus., 18 illus. in color.

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  • 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

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.

Content Level » Professional/practitioner

Keywords » Functional Inference - Network Inference - genotype - heterogeneous datasets - metabolism - nucleic acids - phenotype - post-genomic revolution - protein-DNA Interactions - protein-protein interactions

Related subjects » Systems Biology and Bioinformatics

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Distribution rights In India: Panima Educational Book Agency, New Delhi, India

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