Collection of networks

Learning common structures in a collection of networks. An application to food webs

Let a collection of networks represent interactions within several (social or ecological) systems. Two main issues arise: identifying similarities between the topological structures of the networks or clustering the networks according to the …

Statistical learning of collections of networks with applications in ecology and sociology

This thesis deals with the development of statistical methods for the analysis of collections of interaction networks through three original contributions. Interaction networks are a natural way to represent in graph form the exchanges or …

Collection of networks

Learning common structures in a collection of networks. An application to food webs

Statistical learning of collections of networks with applications in ecology and sociology

Statistical learning of collections of networks with applications in ecology and sociology

A Stochastic Block Model for collection of networks: Do the networks share a common structure?