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A first course in network theory /

Bibliographic Details
Call Number:Libro Electrónico
Main Authors: Estrada, Ernesto (Author), Knight, Philip (Author)
Format: Electronic eBook
Language:Inglés
Published: Oxford : Oxford University Press, 2015.
Edition:First edition.
Subjects:
Online Access:Texto completo
Table of Contents:
  • Introduction to network theory
  • General concepts in network theory
  • How to prove it
  • Data analysis and manipulation
  • Algebraic concepts in network theory
  • Spectra of adjacency matrices
  • The network Laplacian
  • Classical physics analogies
  • Degree distributions
  • Clustering coefficients of networks
  • Random models of networks
  • Matrix functions
  • Fragment-based measures
  • Classical node centrality
  • Spectral node centrality
  • Quantum physics analogies
  • Global properties of networks I
  • Global properties of networks II
  • Communicability in networks
  • Statistical physics analogies
  • Communities in networks.