Reconstructing Networks

This Element provides an overview of the ideas, methods and techniques to deal with the problem of missing information in complex networks datasets.

Table des matières

1. Introduction; 2. Network reconstruction at the macroscale; 3. Network reconstruction at the mesoscale; 4. Network reconstruction at the microscale; 5. Conclusions; Appendix A Reconstructing bipartite networks; Appendix B Model selection: a quick look at AIC and BIC; References.

Résumé

This Element provides an overview of the ideas, methods and techniques to deal with the problem of missing information in complex networks datasets.

Détails du produit

• Auteurs: Giulio Cimini, Giulio Mastrandrea Cimini, Rossana Mastrandrea, Tiziano Squartini
• Edition: Cambridge University Press ELT
• Langues: Anglais
• Format d'édition: Livre de poche
• Sortie: 31.07.2021
• EAN: 9781108726818
• ISBN: 978-1-108-72681-8
• Pages: 75
• Thèmes: Elements in the Structure and Dynamics of Complex Networks; Elements in Structure and Dyna
• Catégories: Sciences naturelles, médecine, informatique, technique > Physique, astronomie > Général, dictionnaires; SCIENCE / Physics / Mathematical & Computational, Electrical Engineering, Discrete Mathematics, Mathematical physics, Maths for computer scientists, Statistical physics, Computer networking and communications