23 citations · 41 across the 4 of their papers we have counts for
4 papers
Effective submodularity of influence maximization on temporal networks
Sirag Erkol, Dario Mazzilli, Filippo Radicchi
We study influence maximization on temporal networks. This is a special setting where the influence function is not submodular, and there is no optimality guarantee for solutions a…
Percolation theory of self-exciting temporal processes
Daniele Notarmuzi, Claudio Castellano, Alessandro Flammini +2
We investigate how the properties of inhomogeneous patterns of activity, appearing in many natural and social phenomena, depend on the temporal resolution used to define individual…
Combinatorial approach to spreading processes on networks
Dario Mazzilli, Filippo Radicchi
Stochastic spreading models defined on complex network topologies are used to mimic the diffusion of diseases, information, and opinions in real-world systems. Existing theoretical…
Influence maximization on temporal networks
Sirag Erkol, Dario Mazzilli, Filippo Radicchi
We consider the optimization problem of seeding a spreading process on a temporal network so that the expected size of the resulting outbreak is maximized. We frame the problem for…