Heat diffusion distance processes: a statistically founded method to analyze graph data sets

We propose two multiscale comparisons of graphs using heat diffusion, allowing to compare graphs without node correspondence or even with different sizes. These multiscale comparisons lead to the definition of Lipschitz-continuous empirical processes indexed by a real parameter. The statistical prop...

Ausführliche Beschreibung

Bibliographische Detailangaben

1. Verfasser:	Lasalle, Etienne
Format:	Artikel
Sprache:	eng
Schlagworte:	Mathematics - Probability Mathematics - Statistics Theory Statistics - Theory
Online-Zugang:	Volltext bestellen
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!