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The structure of complex networks : theory and applications

Author: Ernesto Estrada
Publisher: Oxford : Oxford University Press, 2016. ©2011
Edition/Format:   Print book : EnglishView all editions and formats
Summary:
"This book deals with the analysis of the structure of complex networks by combining results from graph theory, physics, and pattern recognition. The book is divided into two parts. 11 chapters are dedicated to the development of theoretical tools for the structural analysis of networks, and 7 chapters are illustrating, in a critical way, applications of these tools to real-world scenarios. The first chapters  Read more...
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Document Type: Book
All Authors / Contributors: Ernesto Estrada
ISBN: 9780198783800 0198783809
OCLC Number: 952675073
Notes: Originally published: 2011.
Description: 1 volume : illustrations ; 25 cm
Contents: 1. Introduction --
2. Adjacency Relationships in Networks --
3. Metric and Topological Structure of Networks --
4. Fragments (Subgraphs) in Complex Networks --
5. Accounting for all parts (subgraphs) --
6. Communicability Functions in Networks --
7. Centrality Measures --
8. Global Network Invariants --
9. Expansion and Network Classes --
10. Community Structure in Networks --
11. Network Bipartivity --
12. Random Models of Networks --
13. Genetic Networks --
14. Protein Residue Networks --
15. Protein-protein Interaction Networks --
16. The Structure of Reaction Networks --
17. Intercellular Networks --
18. Networks in Ecology --
19. Socio-Economic Networks --
20. Appendix.
Responsibility: Ernesto Estrada.

Abstract:

The book integrates approaches from mathematics, physics and computer sciences to analyse the organisation of complex networks. Every organisational principle of networks is defined, quantified and  Read more...

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The author presents an up-to-date overview of the study of network structure that is a pleasure to read. It is a great resource for everybody working with complex networks. * Thomas Peters, Read more...

 
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