Reconstructing Networks

Language: English

Published by Cambridge University Press, GB, 2021

110872681X / 9781108726818

Series: Book 1 of 5 - Elements in Structure and Dynamics of Complex Networks

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Complex networks datasets often come with the problem of missing information: interactions data that have not been measured or discovered, may be affected by errors, or are simply hidden because of privacy issues. This Element provides an overview of the ideas, methods and techniques to deal with this problem and that together define the field of network reconstruction. Given the extent of the subject, the authors focus on the inference methods rooted in statistical physics and information theory. The discussion is organized according to the different scales of the reconstruction task, that is, whether the goal is to reconstruct the macroscopic structure of the network, to infer its mesoscale properties, or to predict the individual microscopic connections.

Seller Inventory # LU-9781108726818

Title
Reconstructing Networks
Author
Giulio Cimini, Rossana Mastrandrea, Tiziano Squartini
Publisher
Cambridge University Press, GB
Publication year
2021
Condition
New
Binding
Paperback
Language
English
ISBN 10
110872681X
ISBN 13
9781108726818
Item weight
171 grams
Series
Book 1 of 5: Elements in Structure and Dynamics of Complex Networks

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