Networks of Networks in Biology
Concepts, Tools and Applications
Narsis A Kiani editor David Gomez-Cabrero editor Ginestra Bianconi editor
Format:Hardback
Publisher:Cambridge University Press
Published:1st Apr '21
Should be back in stock very soon
Introduces network inspired approaches for the analysis and integration of large, heterogeneous data sets in the life sciences.
Introduces new graph theory techniques for the analysis and integration of multi-type large data sets) in the life sciences. Discussing cutting-edge problems and techniques, this book provides researchers from a wide range of fields with methods for exploiting big heterogeneous data in biology through the concept of 'network of networks'.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'.
'… Networks of Networks in Biology should be of interest and a good introductory resource for molecular biologists, cell biologists, and biochemists, as well as bioinformaticians not yet acquainted with multilayer networks.' Ingo Brigandt, Quarterly Review of Biology
ISBN: 9781108428873
Dimensions: 250mm x 175mm x 15mm
Weight: 550g
214 pages