Articles liés à Reconstructing Networks

9781108726818: Reconstructing Networks
Couverture souple
ISBN 10 : 110872681X ISBN 13 : 9781108726818
Editeur : Cambridge University Press, 2021

Synopsis

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.

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Éditeur
Cambridge University Press
Date d'édition
2021
Langue
anglais
ISBN 10 
110872681X
ISBN 13 
9781108726818
Reliure
Broché
Nombre de pages
106
Coordonnées du fabricant
non disponible
Personne responsable
Avery
https://www.avery.fr/

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