Data Mining for Systems Biology: Methods and Protocols

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Charles DeLisi, ‎Minoru Kanehisa, ‎Hiroshi Mamitsuka - Data Mining for Systems Biology: Methods and Protocols
Published: 2012-11-29 | ISBN: 1627031065 | PDF | 291 pages | 8 MB

The post-genomic revolution is witnessing the generation of petabytes of internet 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 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 within the highly successful Methods in Molecular Biology™ series format, chapters include introductions for their respective topics, lists with the necessary materials and reagents, step-by-step, readily reproducible protocols, and key advice 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 progression of databases, mining and visualization systems which might be central towards the paradigm altering discoveries being made with increasing frequency.


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