A first course in network theory Professor Ernesto Estrada, Professor in Mathematics and Chair in Complexity Science, University of Strathclyde, UK, Dr. Philip A. Knight, Lecturer in Mathematics, University of Strathclyde, UK.
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TextPublication details: London: Oxford University Press; 2015Edition: First editionDescription: xiv, 254 pages : illustrations (some color) ; 26 cmISBN: - 9780198726463 (pb)
- 003.72 EST/Fir 23
- Q295 .E83 2015
- T57.85 .E87 2015
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| 003.54 HAN/Cod Coding theory and cryptography :the essentials - 2nd ed | 003.54 HAN/Cod Coding theory and cryptography :the essentials - 2nd ed | 003.54 MAC/Mac Machine learners Archeology of a data practice | 003.72 EST/Fir A first course in network theory | 003.78 COU/Dis Distributed systems concepts and design | 003.8 MAN-ASI Continuous and discrete time signals and systems (with CD) | 003.8 MAN-ASI Continuous and discrete time signals and systems (with CD) |
Includes bibliographical references and index.
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.
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