The identification of node importance is a challenging topic in network science, and plays a
critical role in understanding the structure and function of networks. Various centrality …

Identifying influential nodes in complex networks is of great significance for clearly
understanding network structure and maintaining network stability. Researchers have …

The identification of influential spreaders in complex networks is a popular topic in studies of
network characteristics. Many centrality measures have been proposed to address this …

Identifying the influential nodes in complex networks is still a significant topic in theoretical
and practical recently. Many efficient and practical centrality indices have been proposed on …

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

The problem of identifying influential nodes in complex networks has attracted much
attention owing to its wide applications, including how to maximize the information diffusion …

Identifying influential nodes that lead to faster and wider spreading in complex networks is of
theoretical and practical significance. The degree centrality method is very simple but of little …

Identifying influential nodes is a fundamental and open issue in analysis of the complex
networks. The measurement of the spreading capabilities of nodes is an attractive challenge …

With the shift in the focus of network science research from macroscopic statistical
regularities to microscopic scales, identifying influential nodes in networks has become a …

Identifying influential spreaders in complex networks is a crucial issue that can help control
the propagation process in complex networks. Existing methods propose substantial …