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Characterizing the statistically significant centrality of nodes is one of the main goals of multiplex networks. However, current centrality measures for node rankings focus only on either random walks or on the topological structure of the network. A pressing challenge is how to measure centrality of nodes in multiplex networks, depending both on network topology and on the biased types of random...
The privacy and the confidentiality limit the amount of the accessible information in investigating socioeconomic systems. Reconstructing network with limited information is of great application importance. Most existing network reconstruction methods concentrate on completely connected networks, undirected or unweighed networks. In the paper, we present a novel approach to reconstruct the topological...
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