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Listar por palabra clave "Centrality measures"

RiuNet: Repositorio Institucional de la Universidad Politécnica de Valencia

Listar por palabra clave "Centrality measures"

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    A biplex approach to PageRank centrality: from classic to multiplex networks 
    Pedroche Sánchez, Francisco; Romance, Miguel; Criado Herrero, Regino (American Institute of Physics, 2016-06-02)
    In this paper, we present a new view of the PageRank algorithm inspired by multiplex networks. This new approach allows to introduce a new centrality measure for classic complex networks and a new proposal to extend the ...
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    On PageRank versatility for multiplex networks: properties and some useful bounds 
    Pedroche Sánchez, Francisco; Criado, Regino; Flores, Julio; García, Esther; Romance, Miguel (John Wiley & Sons, 2020-09-30)
    [EN] In this paper, some results concerning the PageRank versatility measure for multiplex networks are given. This measure extends to the multiplex setting the well-known classic PageRank. Particularly, we focus on some ...
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    On the spectrum of two-layer approach and Multiplex PageRank 
    Pedroche Sánchez, Francisco; García, Esther; Romance, Miguel; Criado Herrero, Regino (Elsevier, 2018-12-15)
    [EN] In this paper, we present some results about the spectrum of the matrix associated with the computation of the Multiplex PageRank defined by the authors in a previous paper. These results can be considered as a natural ...
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    Sharp estimates for the personalized Multiplex PageRank 
    Pedroche Sánchez, Francisco; García, Esther; Romance, Miguel; Criado Herrero, Regino (Elsevier, 2018-03-01)
    [EN] PageRank can be understood as the stationary distribution of a Markov chain that occurs in a two-layer network with the same set of nodes in both layers: the physical layer and the teleportation layer. In this paper ...