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The Structure of Complex Networks

The Structure of Complex Networks

Theory and Applications

9780198783800
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Description
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 provide detailed coverage of adjacency and metric and topologicalproperties of networks, followed by chapters devoted to the analysis of individual fragments and fragment-based global invariants in complex networks. Chapters that analyse the concepts of communicability, centrality, bipartivity, expansibility and communities in networks follow. The second part of this bookis devoted to the analysis of genetic, protein residue, protein-protein interaction, intercellular, ecological and socio-economic networks, including important breakthroughs as well as examples of the misuse of structural concepts.
Product Details
OUP Oxford
83229
9780198783800
9780198783800

Data sheet

Publication date
2016
Issue number
1
Cover
paperback
Pages count
478
Dimensions (mm)
189 x 246
Weight (g)
874
  • Introduction; Adjacency Relationships in Networks; Metric and Topological Structure of Networks; Fragments (Subgraphs) in Complex Networks; Accounting for all parts (subgraphs); Communicability Functions in Networks; Centrality Measures; Global Network Invariants; Expansion and Network Classes; Community Structure in Networks; Network Bipartivity; Random Models of Networks; Genetic Networks; Protein Residue Networks; Protein-protein Interaction Networks; The Structure of Reaction Networks; Intercellular Networks; Networks in Ecology; Socio-Economic Networks; Conclusions;
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