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Decoding communities in networks
Filippo Radicchi
According to a recent information-theoretical proposal, the problem of defining and identifying communities in networks can be interpreted as a classical communication task over a…
Optimal percolation on multiplex networks
Saeed Osat, Ali Faqeeh, Filippo Radicchi
Optimal percolation is the problem of finding the minimal set of nodes such that if the members of this set are removed from a network, the network is fragmented into non-extensive…
Uncertainty Reduction for Stochastic Processes on Complex Networks
Filippo Radicchi, Claudio Castellano
Many real-world systems are characterized by stochastic dynamical rules where a complex network of interactions among individual elements probabilistically determines their state.…
Observability transition in multiplex networks
Saeed Osat, Filippo Radicchi
We extend the observability model to multiplex networks. We present mathematical frameworks, valid under the treelike ansatz, able to describe the emergence of the macroscopic clus…