Observatorio de I+D+i UPM

Memorias de investigación
Research Publications in journals:
Eigenvector centrality of nodes in multiplex networks
Year:2013
Research Areas
  • Biomedicine
Information
Abstract
We extend the concept of eigenvector centrality to multiplex networks, and introduce several alternative parameters that quantify the importance of nodes in a multi-layered networked system, including the definition of vectorial-type centralities. In addition, we rigorously show that, under reasonable conditions, such centrality measures exist and are unique. Computer experiments and simulations demonstrate that the proposed measures provide substantially different results when applied to the same multiplex structure, and highlight the non-trivial relationships between the different measures of centrality introduced.
International
Si
JCR
Si
Title
Chaos
ISBN
1054-1500
Impact factor JCR
2,188
Impact info
Volume
23
Journal number
From page
033131
To page
033244
Month
SIN MES
Ranking
Participants
  • Autor: Luis Solá Conde (UPM)
  • Autor: Miguel Romance Del Río (UPM)
  • Autor: Julio Flores Álvarez (UPM)
Research Group, Departaments and Institutes related
  • Creador: Centro o Instituto I+D+i: Centro de tecnología Biomédica CTB
S2i 2021 Observatorio de investigación @ UPM con la colaboración del Consejo Social UPM
Cofinanciación del MINECO en el marco del Programa INNCIDE 2011 (OTR-2011-0236)
Cofinanciación del MINECO en el marco del Programa INNPACTO (IPT-020000-2010-22)