The structure of complex networks : theory and applications / Ernesto Estrada

Contributor(s): Estrada, Ernesto, 1966- [author]Material type: TextTextPublisher: Oxford : Oxford University Press, 2016Copyright date: ©2011Description: xii, 465 s. : illustrations ; 25 cmContent type: text | still image Media type: unmediated Carrier type: volumeISBN: 9780198783800; 0198783809Subject(s): System analysis | Network analysis (Planning) | Network analysis (Planning) | System analysisDDC classification: 003 LOC classification: T57.6 | .E86 2016Summary: 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 topological properties 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 book is 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.
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Item type Current library Call number Copy number Status Notes Date due Barcode
Books Books Female Library
T57.6 .E86 2012 (Browse shelf (Opens below)) 1 Available STACKS 51952000218517
Books Books Main Library
T57.6 .E86 2012 (Browse shelf (Opens below)) 1 Available STACKS 51952000218524

Originally published: 2011

Includes bibliographical references and index.

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 topological properties 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 book is 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.

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