A new link prediction in multiplex networks using topologically biased random walks
… In Section 3 we present some definitions of random walk in monoplex and multiplex networks
and the proposed framework of our prediction index. In Section 4, the multiplex datasets …
and the proposed framework of our prediction index. In Section 4, the multiplex datasets …
Centrality ranking in multiplex networks using topologically biased random walks
C Ding, K Li - Neurocomputing, 2018 - Elsevier
… multiplex networks and characterize, respectively, topologically biased random walk and
topologically biased multiplex … cases of biased multiplex PageRank, namely biased additive, …
topologically biased multiplex … cases of biased multiplex PageRank, namely biased additive, …
Topologically biased random walk for diffusions on multiplex networks
C Ding, K Li - Journal of computational science, 2018 - Elsevier
… of bias in the walker). Here, we introduce topologically biased random walks on multiplex
networks … In particular, according to the dependence of the biased function's parameters on the …
networks … In particular, according to the dependence of the biased function's parameters on the …
[PDF][PDF] Biased random walks on multiplex networks
… In general, biased random walks have been used to exploit the peculiar structure of … network.
In this Article we study how to extend random walks to multilayer networks, and how to bias …
In this Article we study how to extend random walks to multilayer networks, and how to bias …
Efficient exploration of multiplex networks
… Here we introduce and study biased random walks on multiplex networks, graphs where the
… We focus on degree-biased random walks and distinguish between two classes of walks, …
… We focus on degree-biased random walks and distinguish between two classes of walks, …
Impact of local navigation rules on biased random walks in multiplex Markov chains
… of a biased parameter ( α ) in a multiplex Markov chain (MMC) … biased random walks in
multiplex networks. We explore how varying complex network topologies affect the total multiplex …
multiplex networks. We explore how varying complex network topologies affect the total multiplex …
Centrality Ranking via Topologically Biased Random Walks in Multiplex Networks
C Ding, K Li - … Joint Conference on Neural Networks (IJCNN), 2018 - ieeexplore.ieee.org
… of biases in the walks). In the … biased random walk, called topologically biased multiplex
PageRank, which allows to calculate centrality and accordingly rank nodes in multiplex networks…
PageRank, which allows to calculate centrality and accordingly rank nodes in multiplex networks…
Interplay between spreading and random walk processes in multiplex networks
… in multiplex networks than other models in the literature. However, in this work, we simplify
the random walk … we use two different cases, ie a non-biased case and a biased case. For the …
the random walk … we use two different cases, ie a non-biased case and a biased case. For the …
Random walk with restart on multiplex and heterogeneous biological networks
A Valdeolivas, L Tichit, C Navarro, S Perrin… - …, 2019 - academic.oup.com
… In addition, the walk can also jump to a network containing different sets … multiplex-heterogeneous
RWR as compared to several random walks on monoplex or heterogeneous networks. …
RWR as compared to several random walks on monoplex or heterogeneous networks. …
Information transport in multiplex networks
… of the biased random walk strategy on packet transmission in multiplex networks. Specifically,
we … We adjust the control parameter α of the biased random walk in the physical layer, and …
we … We adjust the control parameter α of the biased random walk in the physical layer, and …
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