FIG. 2.

Reconstruction results for simulated dynamics on empirical networks, comparing separate and joint reconstruction with community detection. (a) and (b) correspond to a SIS dynamics on global airport data, using ${\tau }_{ij}=\tau$, $\gamma =1$, for different values of the infection probability $\tau$ and node activity $a$ (defined as the number of infection events per node), and (c) and (d) the Ising model on a food web, using $J_{ij}=1$ and $h_i=0$. The dashed red line corresponds to the inverse correlation method for the Ising model. The solid vertical line marks the critical value for each model.