Description

Book Synopsis
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.

Table of Contents
Preliminaries and Basic Definitions in Network Theory; Models of Complex Networks; Correlations in Complex Networks; The Architecture of Complex Weighted Networks; Community Structure Identification; Visualizing Large Complex Networks; Modeling the Webgraph: How Far We Are; The Large Scale Structure of the Internet; Spanning Tree in Ecology; Social and Financial Networks.

Large Scale Structure And Dynamics Of Complex

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A Hardback by Alessandro Vespignani, Guido Caldarelli

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    View other formats and editions of Large Scale Structure And Dynamics Of Complex by Alessandro Vespignani

    Publisher: World Scientific Publishing Co Pte Ltd
    Publication Date: 28/06/2007
    ISBN13: 9789812706645, 978-9812706645
    ISBN10: 981270664X
    Also in:
    Computer networking and communications Data capture and analysis

    Description

    Book Synopsis
    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.

    Table of Contents
    Preliminaries and Basic Definitions in Network Theory; Models of Complex Networks; Correlations in Complex Networks; The Architecture of Complex Weighted Networks; Community Structure Identification; Visualizing Large Complex Networks; Modeling the Webgraph: How Far We Are; The Large Scale Structure of the Internet; Spanning Tree in Ecology; Social and Financial Networks.

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