A first course in network theory /
Call Number: | Libro Electrónico |
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Main Authors: | , |
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.