Networks portray a multitude of interactions through which people meet, ideas are spread
and infectious diseases propagate within a society,,,,. Identifying the most efficient …

The identification of important nodes in complex networks is an area of exciting growth due
to its applications across various disciplines like disease control, data mining and network …

In this paper, we deeply investigate the identification of influential spreaders in complex
networks based on various centrality indices. At first, we introduce several frequently used …

Searching for influential spreaders in complex networks is an issue of great significance for
applications across various domains, ranging from epidemic control, innovation diffusion …

In social network analysis, one of the important aspects is to identify the nodes that are vital
to the information diffusion process such as viral marketing, worm propagation in a computer …

Influential nodes identification in complex networks is vital for understanding and controlling
the propagation process in complex networks. Some existing centrality measures ignore the …

Quantifying the nodal spreading abilities and identifying the potential influential spreaders
has been one of the most engaging topics recently, which is essential and beneficial to …

Influential nodes play a critical role in boosting or curbing spreading phenomena in complex
networks. Numerous centrality measures have been proposed for identifying and ranking …

In the present-days complex networks modeled on real-world data contain millions of nodes
and billions of links. Identifying super spreaders in such an extensive network is a …

Identifying the node spreading influence in networks is an important task to optimally use the
network structure and ensure the more efficient spreading in information. In this paper, by …