Existing methods regarding the influential nodes identification in complex networks usually
assume that the structures of the networks are fully known. However, in many cases …

In order to disseminate information in a social network, it is important to first identify the
influential spreaders in the network. Using them as the seed spreaders, the aim is to ensure …

The important nodes identification has been an interesting problem in this issue. Several
centrality methods have been proposed to solve this problem, but most previous methods …

In many cases, a network may be dispersedly recorded by different participants and each
participant is one part of the original network, and no one is willing to share its data due to …

Identifying influential nodes in complex networks has attracted the attention of many
researchers in recent years. However, due to the high time complexity, methods based on …

Detecting influential spreaders had become a challenging and crucial topic so far due to its
practical application in many areas, such as information propagation inhibition and disease …

Node influence refers to the ability of a node to disseminate information. The faster and
wider the node spreads, the more influential it is. With its great theoretical and practical …

Identifying influential nodes in complex networks is of great significance. During recent
decades, numerous methods regarding influential nodes identification or important nodes …

In view that the K-shell decomposition method can only effectively identify a single most
influential node, but cannot accurately identify a group of most influential nodes, this article …

Identifying the most influential spreaders in complex networks is crucial for optimally using
the network structure and designing efficient strategies to accelerate information …