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Beyond pairwise network similarity: exploring Mediation and Suppression between networks
Lucas Lacasa, Sebastiano Stramaglia, Daniele Marinazzo
Network similarity measures quantify how and when two networks are symmetrically related, including measures of statistical association such as pairwise distance or other correlati…
The shape of memory in temporal networks
Oliver E. Williams, Lucas Lacasa, Ana P. Millán +1
Temporal networks are widely used models for describing the architecture of complex systems. Network memory -- that is the dependence of a temporal network's structure on its past…
The arrow of time across five centuries of classical music
Alfredo González-Espinoza, Gustavo Martínez-Mekler, Lucas Lacasa
The concept of time series irreversibility -- the degree by which the statistics of signals are not invariant under time reversal -- naturally appears in non-equilibrium physics in…