A generalized approach to complex networks

Luciano Da Fontoura Costa, Luis Enrique Correa da Rocha

Résultats de recherche: Contribution à un journal/une revueArticleRevue par des pairs

Résumé

This work describes how the formalization of complex network concepts in terms of discrete mathematics, especially mathematical morphology, allows a series of generalizations and important results ranging from new measurements of the network topology to new network growth models. First, the concepts of node degree and clustering coefficient are extended in order to characterize not only specific nodes, but any generic subnetwork. Second, the consideration of distance transform and rings are used to further extend those concepts in order to obtain a signature, instead of a single scalar measurement, ranging from the single node to whole graph scales. The enhanced discriminative potential of such extended measurements is illustrated with respect to the identification of correspondence between nodes in two complex networks, namely a protein-protein interaction network and a perturbed version of it.

langue originaleAnglais
Pages (de - à)237-242
Nombre de pages6
journalEuropean Physical Journal B
Volume50
Numéro de publication1-2
Les DOIs
Etat de la publicationPublié - mars 2006

Empreinte digitale Examiner les sujets de recherche de « A generalized approach to complex networks ». Ensemble, ils forment une empreinte digitale unique.

Contient cette citation