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Extracting the hierarchical organization of complex systems
M. Sales-Pardo, R. Guimera, A. Moreira +1
Extracting understanding from the growing ``sea'' of biological and socio-economic data is one of the most pressing scientific challenges facing us. Here, we introduce and validate…
Classes of complex networks defined by role-to-role connectivity profiles
R. Guimera, M. Sales-Pardo, L. A. N. Amaral
Interactions between units in phyical, biological, technological, and social systems usually give rise to intrincate networks with non-trivial structure, which critically affects t…
Module identification in bipartite and directed networks
R. Guimera, M. Sales-Pardo, L. A. N. Amaral
Modularity is one of the most prominent properties of real-world complex networks. Here, we address the issue of module identification in two important classes of networks: biparti…