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Algorithms and Models for Network Data and Link Analysis

Af: Masashi Shimbo, Francois Fouss, Marco Saerens Engelsk Hardback

Algorithms and Models for Network Data and Link Analysis

Af: Masashi Shimbo, Francois Fouss, Marco Saerens Engelsk Hardback
Tjek vores konkurrenters priser
Network data are produced automatically by everyday interactions - social networks, power grids, and links between data sets are a few examples. Such data capture social and economic behavior in a form that can be analyzed using powerful computational tools. This book is a guide to both basic and advanced techniques and algorithms for extracting useful information from network data. The content is organized around ''tasks'', grouping the algorithms needed to gather specific types of information and thus answer specific types of questions. Examples include similarity between nodes in a network, prestige or centrality of individual nodes, and dense regions or communities in a network. Algorithms are derived in detail and summarized in pseudo-code. The book is intended primarily for computer scientists, engineers, statisticians and physicists, but it is also accessible to network scientists based in the social sciences. MATLAB®/Octave code illustrating some of the algorithms will be available at: http://www.cambridge.org/9781107125773.
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Network data are produced automatically by everyday interactions - social networks, power grids, and links between data sets are a few examples. Such data capture social and economic behavior in a form that can be analyzed using powerful computational tools. This book is a guide to both basic and advanced techniques and algorithms for extracting useful information from network data. The content is organized around ''tasks'', grouping the algorithms needed to gather specific types of information and thus answer specific types of questions. Examples include similarity between nodes in a network, prestige or centrality of individual nodes, and dense regions or communities in a network. Algorithms are derived in detail and summarized in pseudo-code. The book is intended primarily for computer scientists, engineers, statisticians and physicists, but it is also accessible to network scientists based in the social sciences. MATLAB®/Octave code illustrating some of the algorithms will be available at: http://www.cambridge.org/9781107125773.
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Se mere i:
Produktdetaljer
Sprog: Engelsk
Sider: 543
ISBN-13: 9781107125773
Indbinding: Hardback
Udgave:
ISBN-10: 1107125774
Kategori: Algoritmer og datastrukturer
Udg. Dato: 12 jul 2016
Længde: 35mm
Bredde: 229mm
Højde: 267mm
Forlag: Cambridge University Press
Oplagsdato: 12 jul 2016
Forfatter(e): Masashi Shimbo, Francois Fouss, Marco Saerens
Forfatter(e) Masashi Shimbo, Francois Fouss, Marco Saerens

Kategori Algoritmer og datastrukturer

ISBN-13 9781107125773

Sprog Engelsk

Indbinding Hardback

Sider 543

Udgave

Længde 35mm

Bredde 229mm

Højde 267mm

Udg. Dato 12 jul 2016

Oplagsdato 12 jul 2016

Forlag Cambridge University Press

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