no code implementations • 10 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.
no code implementations • 15 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.
1 code implementation • 29 Jan 2017 • Dimitri Van De Ville, Robin Demesmaeker, Maria Giulia Preti
The study of complex systems benefits from graph models and their analysis.