3.1k citations · 16.1k across the 160 of their papers we have counts for
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Assessing the relevance of node features for network structure
Ginestra Bianconi, Paolo Pin, Matteo Marsili
Networks describe a variety of interacting complex systems in social science, biology and information technology. Usually the nodes of real networks are identified not only by thei…
Congestion phenomena on complex networks
Daniele De Martino, Luca Dall'Asta, Ginestra Bianconi +1
We define a minimal model of traffic flows in complex networks containing the most relevant features of real routing schemes, i.e. a trade--off strategy between topological-based a…
Theory of Rumour Spreading in Complex Social Networks
Maziar Nekovee, Y. Moreno, G. Bianconi +1
We introduce a general stochastic model for the spread of rumours, and derive mean-field equations that describe the dynamics of the model on complex social networks (in particular…
Spectral properties of complex networks
Ginestra Bianconi
We derive the spectral properties of adjacency matrix of complex networks and of their Laplacian by the replica method combined with a dynamical population algorithm. By assuming t…
Flux distribution in metabolic networks close to optimal biomass production
Ginestra Bianconi
We study a statistical model describing the steady state distribution of the fluxes in a metabolic network. The resulting model on continuous variables can be solved by the cavity…
Dynamics of condensation in growing complex networks
Luca Ferretti, Ginestra Bianconi
A condensation transition was predicted for growing technological networks evolving by preferential attachment and competing quality of their nodes, as described by the fitness mod…