Search Results for author: Maria Giulia Preti

Found 3 papers, 1 papers with code

Guided Graph Spectral Embedding: Application to the C. elegans Connectome

no code implementations10 Dec 2018 Miljan Petrović, Thomas A. W. Bolton, Maria Giulia Preti, Raphaël Liégeois, Dimitri Van De Ville

Graph spectral analysis can yield meaningful embeddings of graphs by providing insight into distributed features not directly accessible in nodal domain.

Guiding Network Analysis using Graph Slepians: An Illustration for the C. Elegans Connectome

no code implementations15 Aug 2017 Dimitri Van De Ville, Robin Demesmaeker, Maria Giulia Preti

Spectral approaches of network analysis heavily rely upon the eigendecomposition of the graph Laplacian.

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