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Non-linear growth and condensation in multiplex networks
Vincenzo Nicosia, Ginestra Bianconi, Vito Latora +1
Different types of interactions coexist and coevolve to shape the structure and function of a multiplex network. We propose here a general class of growth models in which the vario…
Structural measures for multiplex networks
Federico Battiston, Vincenzo Nicosia, Vito Latora
Many real-world complex systems consist of a set of elementary units connected by relationships of different kinds. All such systems are better described in terms of multiplex netw…
Characteristic times of biased random walks on complex networks
Moreno Bonaventura, Vincenzo Nicosia, Vito Latora
We consider degree-biased random walkers whose probability to move from a node to one of its neighbors of degree is proportional to , where is a tuning parameter. We s…
Graph Metrics for Temporal Networks
Vincenzo Nicosia, John Tang, Cecilia Mascolo +3
Temporal networks, i.e., networks in which the interactions among a set of elementary units change over time, can be modelled in terms of time-varying graphs, which are time-ordere…
Characteristic exponents of complex networks
Vincenzo Nicosia, Manlio De Domenico, Vito Latora
We present a novel way to characterize the structure of complex networks by studying the statistical properties of the trajectories of random walks over them. We consider time seri…
Applications of Temporal Graph Metrics to Real-World Networks
John Tang, Ilias Leontiadis, Salvatore Scellato +4
Real world networks exhibit rich temporal information: friends are added and removed over time in online social networks; the seasons dictate the predator-prey relationship in food…