Identifying influential nodes in complex networks is a significant issue in analyzing the
spreading dynamics in networks. Many existing methods focus only on local or global …

The identification of influential nodes in complex networks has been a topic of immense
interest. In most cases, the local approach represented by degree centrality performs well …

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 …

To find the important nodes in complex networks is a fundamental issue. A number of
methods have been recently proposed to address this problem but most previous studies …

To identify influential nodes in real networks, it is essential to note the importance of
considering the local and global information in a network. In addition, it is also key to …

Efficient identification of influential nodes is one of the essential aspects in the field of
complex networks, which has excellent theoretical and practical significance in the real …

Research about ranking nodes according to their spreading ability in complex networks is a
fundamental and essential issue. As one of the vital centrality measures, the degree …

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

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 …

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 …