Distance Backbones Optimize Spreading Dynamics and Centrality Ranks in the Sparsification of Complex Networks

Bernardo Pereira, Felipe Xavier Costa, Luís M. Rocha

Detailed network models of social, biological and other complex systems are often dense, which increases their computational complexity in simulations and analysis. To address this…