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Quantifying edge relevance for epidemic spreading via the semi-metric topology of complex networks

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Sparsification aims at extracting a reduced core of associations that best preserves both the dynamics and topology of networks while reducing the computational cost of simulations. We show that the semi-metric topology of complex networks yields a natural and... ...