most citedStrategies for online inference of model-based clustering in large and growing networks

25 citations · 25 across the 2 of their papers we have counts for

collaborators

2 papers

stat.AP2009

Clustering based on Random Graph Model embedding Vertex Features

Hugo Zanghi, Stevenn Volant, Christophe Ambroise

Large datasets with interactions between objects are common to numerous scientific fields (i.e. social science, internet, biology...). The interactions naturally define a graph and…

stat.AP2009★ 25 cited

Strategies for online inference of model-based clustering in large and growing networks

Hugo Zanghi, Franck Picard, Vincent Miele +1

In this paper we adapt online estimation strategies to perform model-based clustering on large networks. Our work focuses on two algorithms, the first based on the SAEM algorithm,…