output
20022026
most citedMultilayer Networks

3.2k citations

Showing 2013 · physics.soc-phShow all

14 papers · 2 filters

physics.soc-ph2013★ 86 cited

Communicability reveals a transition to coordinated behavior in multiplex networks

Ernesto Estrada, Jesus Gomez-Gardenes

We analyse the flow of information in multiplex networks by means of the communicability function. First, we generalize this measure from its definition from simple graphs to multi…

physics.soc-ph2013★ 71 cited

Dimensionality reduction and spectral properties of multilayer networks

Rubén J. Sánchez-García, Emanuele Cozzo, Yamir Moreno

Network representations are useful for describing the structure of a large variety of complex systems. Although most studies of real-world networks suppose that nodes are connected…

physics.soc-ph2013★ 3.2k cited

Multilayer Networks

Mikko Kivelä, Alexandre Arenas, Marc Barthelemy +3

In most natural and engineered systems, a set of entities interact with each other in complicated patterns that can encompass multiple types of relationships, change in time, and i…

physics.soc-ph2013★ 14 cited

Cooperation in changing environments: Irreversibility in the transition to cooperation in networks

C. Gracia-Lázaro, L. M. Floría, J. Gómez-Gardeñes +1

In the framework of the evolutionary dynamics of the Prisoner's Dilemma game on complex networks, we investigate the possibility that the average level of cooperation shows hystere…

physics.soc-ph2013★ 13 cited

Diffusion Dynamics with Changing Network Composition

Raquel A. Baños, Javier Borge-Holthoefer, Ning Wang +2

We analyze information diffusion using empirical data that tracks online communication around two instances of mass political mobilization, including the year that lapsed in-betwee…

physics.soc-ph2013★ 145 cited

Structure of Triadic Relations in Multiplex Networks

Emanuele Cozzo, Mikko Kivelä, Manlio De Domenico +5

Recent advances in the study of networked systems have highlighted that our interconnected world is composed of networks that are coupled to each other through different "layers" t…

physics.soc-ph2013★ 939 cited

Mathematical Formulation of Multi-Layer Networks

Manlio De Domenico, Albert Solè-Ribalta, Emanuele Cozzo +5

A network representation is useful for describing the structure of a large variety of complex systems. However, most real and engineered systems have multiple subsystems and layers…

physics.soc-ph2013★ 277 cited

Contact-based Social Contagion in Multiplex Networks

E. Cozzo, R. A. Baños, S. Meloni +1

We develop a theoretical framework for the study of epidemic-like social contagion in large scale social systems. We consider the most general setting in which different communicat…

physics.soc-ph2013★ 1 cited

Data reliability in complex directed networks

Joaquín Sanz, Emanuele Cozzo, Yamir Moreno

The availability of data from many different sources and fields of science has made it possible to map out an increasing number of networks of contacts and interactions. However, q…

physics.soc-ph2013★ 22 cited

Modeling self-sustained activity cascades in socio-technical networks

Pablo Piedrahíta, Javier Borge-Holthoefer, Yamir Moreno +1

The ability to understand and eventually predict the emergence of information and activation cascades in social networks is core to complex socio-technical systems research. Howeve…

physics.soc-ph2013★ 93 cited

Analysis of Remote Synchronization in Complex Networks

Lucia Valentina Gambuzza, Alessio Cardillo, Alessandro Fiasconaro +3

A novel regime of synchronization, called remote synchronization, where the peripheral nodes form a phase synchronized cluster not including the hub, was recently observed in star…

physics.soc-ph2013★ 94 cited

The Evolutionary Vaccination Dilemma in Complex Networks

Alessio Cardillo, Catalina Reyes-Suárez, Fernando Naranjo +1

In this work we analyze the evolution of voluntary vaccination in networked populations by entangling the spreading dynamics of an influenza-like disease with an evolutionary frame…

physics.soc-ph2013★ 46 cited

Evolutionary dynamics of time-resolved social interactions

Alessio Cardillo, Giovanni Petri, Vincenzo Nicosia +3

Cooperation among unrelated individuals is frequently observed in social groups when their members combine efforts and resources to obtain a shared benefit that is unachievable by…

physics.soc-ph2013★ 44 cited

Evolutionary stability and resistance to cheating in an indirect reciprocity model based on reputation

Luis A. Martinez-Vaquero, José A. Cuesta

Indirect reciprocity is one of the main mechanisms to explain the emergence and sustainment of altruism in societies. The standard approach to indirect reciprocity are reputation m…