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Structure of Complex Networks : Theory and Applications

By: Ernesto Estrada (Author)

Ksh 5,850.00
Format :

Format(s): DRM PDF

ISBN-13: 9780191613418

Publisher: OUP Oxford

Imprint: OUP Oxford

Publication Date: October 21st, 2011

Country of Publication: GB

Language: English

Physical Edition EAN: 9780199591756

Category: Discrete mathematics , Combinatorics & graph theory , Physics , Atomic & molecular physics , Mathematical physics , Biochemistry , Computer science

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  • Description

  • Author Bio

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 andtopological 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 secondpart 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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