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Networks of Networks in Biology : Concepts, Tools and Applications

By: Narsis A. Kiani David Gomez-Cabrero Ginestra Bianconi (Author)

Ksh 8,640.00
Format :

Format(s): DRM PDF

ISBN-13: 9781108639279

Publisher: Cambridge University Press

Imprint: Cambridge University Press

Publication Date: March 24th, 2021

Country of Publication: GB

Language: English

Physical Edition EAN: 9781108428873

Category: Data analysis: general , Epidemiology & medical statistics , Combinatorics & graph theory , Biology, life sciences , Molecular biology , Biotechnology , Mathematical & statistical software

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  • Author Bio

Biological systems are extremely complex and have emergent properties that cannot be explained or even predicted by studying their individual parts in isolation. The reductionist approach, although successful in the early days of molecular biology, underestimates this complexity. As the amount of available data grows, so it will become increasingly important to be able to analyse and integrate these large data sets. This book introduces novel approaches and solutions to the Big Data problem in biomedicine, and presents new techniques in the field of graph theory for handling and processing multi-type large data sets. By discussing cutting-edge problems and techniques, researchers from a wide range of fields will be able to gain insights for exploiting big heterogonous data in the life sciences through the concept of 'network of networks'.

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