Large Scale Structure And Dynamics Of Complex Networks: From Information Technology To Finance And Natural Science

Naslovnica
Alessandro Vespignani, Guido Caldarelli
World Scientific, 28. lip 2007. - Broj stranica: 264
This book is the culmination of three years of research effort on a multidisciplinary project in which physicists, mathematicians, computer scientists and social scientists worked together to arrive at a unifying picture of complex networks. The contributed chapters form a reference for the various problems in data analysis visualization and modeling of complex networks.
 

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Sadržaj

Introduction
1
1 Preliminaries and Basic Definitions in Network Theory
5
2 Models of Complex Networks
17
3 Correlations in Complex Networks
35
Measurements and Models
67
5 Community Structure Identification
93
6 Visualizing Large Complex Networks
115
How Far We Are
133
8 The Large Scale Structure of the Internet
163
9 Spanning Trees in Ecology
185
10 Social and Financial Networks
205
References
235
Index
249
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