NETWORK-ENSEMBLE COMPARISONS WITH STOCHASTIC REWIRING AND VON NEUMANN ENTROPY

Assessing whether a given network is typical or atypical for a random-network ensemble (i.e., network-ensemble comparison) has widespread applications ranging from null-model selection and hypothesis testing to clustering and classifying networks. We develop a framework for network-ensemble comparis...

Description complète

Détails bibliographiques
Publié dans:SIAM journal on applied mathematics. - 1979. - 78(2018), 2 vom: 01., Seite 897-920
Auteur principal: Li, Zichao (Auteur)
Autres auteurs: Mucha, Peter J, Taylor, Dane
Format: Article en ligne
Langue:English
Publié: 2018
Accès à la collection:SIAM journal on applied mathematics
Sujets:Journal Article 05C82 28D20 60Gxx 60J10 62M02 94A17 mean field theory network rewiring network science plus... network-ensemble comparison null models von Neumann entropy