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20022026
most citedMultilayer Networks

3.2k citations

Showing 2018 · physics.soc-phShow all

13 papers · 2 filters

physics.soc-ph2018★ 38 cited

Impact of the distribution of recovery rates on disease spreading in complex networks

Guilherme Ferraz de Arruda, Giovanni Petri, Francisco A. Rodrigues +1

We study a general epidemic model with arbitrary recovery rate distributions. This simple deviation from the standard setup is sufficient to prove that heterogeneity in the dynamic…

physics.soc-ph2018★ 79 cited

Epidemic spreading with awareness and different timescales in multiplex networks

Paulo Cesar Ventura da Silva, Fatima Velasquez-Rojas, Colm Connaughton +3

One of the major issues in the theoretical modeling of epidemic spreading is the development of methods to control the transmission of an infectious agent. Human behavior plays a f…

physics.soc-ph2018★ 40 cited

Unfolding the complexity of the global value chain: Strengths and entropy in the single-layer, multiplex, and multi-layer international trade networks

Luiz G. A. Alves, Giuseppe Mangioni, Francisco A. Rodrigues +2

The worldwide trade network has been widely studied through different data sets and network representations with a view to better understanding interactions among countries and pro…

physics.soc-ph2018★ 3 cited

Structural transition in interdependent networks with regular interconnections

Xiangrong Wang, Robert E. Kooij, Yamir Moreno +1

Networks are often made up of several layers that exhibit diverse degrees of interdependencies. A multilayer interdependent network consists of a set of graphs that are interco…

physics.soc-ph2018★ 8 cited

Comparing spatial networks: A 'one size fits all' efficiency-driven approach

Ignacio Morer, Alessio Cardillo, Albert Diaz-Guilera +2

Spatial networks are a powerful framework for studying a large variety of systems belonging to a broad diversity of contexts: from transportation to biology, from epidemiology to c…

physics.soc-ph2018★ 5 cited

Impact of human-human contagions in the spread of vector-borne diseases

David Soriano-Paños, Juddy Heliana Arias-Castro, Fernando Naranjo-Mayorga +1

This article is aimed at proposing a generalization of the Ross-Macdonald model for the transmission of Vector-borne diseases in which human-to-human contagions are also considered…

physics.soc-ph2018★ 205 cited

Multilayer Networks in a Nutshell

Alberto Aleta, Yamir Moreno

Complex systems are characterized by many interacting units that give rise to emergent behavior. A particularly advantageous way to study these systems is through the analysis of t…

physics.soc-ph2018★ 7 cited

Sparse power-law network model for reliable statistical predictions based on sampled data

A. P. Kartun-Giles, D. Krioukov, J. P. Gleeson +2

A projective network model is a model that enables predictions to be made based on a subsample of the network data, with the predictions remaining unchanged if a larger sample is t…

physics.soc-ph2018★ 12 cited

Impact of origin-destination information in epidemic spreading

Sergio Gómez, Alberto Fernández, Sandro Meloni +1

The networked structure of contacts shapes the spreading of epidemic processes. Recent advances on network theory have improved our understanding of the epidemic processes at large…

physics.soc-ph2018★ 22 cited

Interplay between cost and benefits triggers nontrivial vaccination uptake

Benjamin Steinegger, Alessio Cardillo, Paolo De Los Rios +2

The containment of epidemic spreading is a major challenge in science. Vaccination, whenever available, is the best way to prevent the spreading, because it eventually immunizes in…

physics.soc-ph2018★ 56 cited

The nested structural organization of the worldwide trade multi-layer network

Luiz G. A. Alves, Giuseppe Mangioni, Isabella Cingolani +3

Nestedness has traditionally been used to detect assembly patterns in meta-communities and networks of interacting species. Attempts have also been made to uncover nested structure…

physics.soc-ph2018★ 125 cited

A framework for epidemic spreading in multiplex networks of metapopulations

David Soriano-Paños, Laura Lotero, Jesús Gómez-Gardeñes +1

We propose a theoretical framework for the study of epidemics in structured metapopulations, with heterogeneous agents, subjected to recurrent mobility patterns. We propose to repr…

physics.soc-ph2018★ 41 cited

Revealing In-Block Nestedness: detection and benchmarking

Albert Solé-Ribalta, Claudio J. Tessone, Manuel S. Mariani +1

As new instances of nested organization --beyond ecological networks-- are discovered, scholars are debating around the co-existence of two apparently incompatible macroscale archi…