output
20092022
most citedThe structure and dynamics of multilayer networks

3.1k citations

Showing physics.soc-phShow all

11 papers · 1 filter

physics.soc-ph2022★ 9 cited

Network-wide assessment of ATM mechanisms using an agent-based model

Luis Delgado, Gérald Gurtner, Piero Mazzarisi +4

This paper presents results from the SESAR ER3 Domino project. Three mechanisms are assessed at the ECAC-wide level: 4D trajectory adjustments (a combination of actively waiting fo…

physics.soc-ph2020★ 9 cited

A multi-layer model for long-term KPI alignment forecasts for the air transportation system

Luis Delgado, Gerald Gurtner, Andrew Cook +2

This article presents a new, holistic model for the air traffic management system, built during the Vista project. The model is an agent-driven simulator, featuring various stakeho…

physics.soc-ph2016★ 165 cited

Combining complex networks and data mining: why and how

M. Zanin, D. Papo, P. A. Sousa +4

The increasing power of computer technology does not dispense with the need to extract meaningful in- formation out of data sets of ever growing size, and indeed typically exacerba…

physics.soc-ph2015★ 75 cited

Can we neglect the multi-layer structure of functional networks?

Massimiliano Zanin

Functional networks, i.e. networks representing dynamic relationships between the components of a complex system, have been instrumental for our understanding of, among others, the…

physics.soc-ph2014★ 3.1k cited

The structure and dynamics of multilayer networks

S. Boccaletti, G. Bianconi, R. Criado +6

In the past years, network theory has successfully characterized the interaction among the constituents of a variety of complex systems, ranging from biological to technological, a…

physics.soc-ph2013

Characterization of delay propagation in the US air transportation network

Pablo Fleurquin, José J. Ramasco, Victor M. Eguíluz

Complex networks provide a suitable framework to characterize air traffic. Previous works described the world air transport network as a graph where direct flights are edges and co…

physics.soc-ph2013★ 3 cited

Parenclitic networks: a multilayer description of heterogeneous and static data-sets

Massimiliano Zanin, Joaquín Medina Alcazar, Jesus Vicente Carbajosa +5

Describing a complex system is in many ways a problem akin to identifying an object, in that it involves defining boundaries, constituent parts and their relationships by the use o…

physics.soc-ph2013★ 277 cited

Modelling the Air Transport with Complex Networks: a short review

Massimiliano Zanin, Fabrizio Lillo

Air transport is a key infrastructure of modern societies. In this paper we review some recent approaches to air transport, which make extensive use of theory of complex networks.…

physics.soc-ph2012★ 577 cited

Emergence of network features from multiplexity

Alessio Cardillo, Jesús Gómez-Gardeñes, Massimiliano Zanin +4

Many biological and man-made networked systems are characterized by the simultaneous presence of different sub-networks organized in separate layers, with links and nodes of qualit…

physics.soc-ph2012★ 310 cited

Modeling the Multi-layer Nature of the European Air Transport Network: Resilience and Passengers Re-scheduling under random failures

Alessio Cardillo, Massimiliano Zanin, Jesús Gómez-Gardeñes +3

We study the dynamics of the European Air Transport Network by using a multiplex network formalism. We will consider the set of flights of each airline as an interdependent network…

physics.soc-ph2009★ 67 cited

Jamming transition in air transportation networks

Lucas Lacasa, Miguel Cea, Massimiliano Zanin

In this work we present a model of an air transportation traffic system from the complex network modelling viewpoint. In the network, every node corresponds to a given airport, and…