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The structure of complex networks :theory and applications
Autor: Estrada Ernesto
Rok: 2012
ISBN: 9780199591756
OKCZID: 115062241
Citace (dle ČSN ISO 690):
ESTRADA, Ernesto. The structure of complex networks: theory and applications. New York: Oxford University Press, 2012. xii, 465 stran.
Anotace
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.
Zdroj anotace: OKCZ - ANOTACE Z WEBU