The identification of spreading influence nodes in social networks, which studies how to
detect important individuals in human society, has attracted increasing attention from …

Recognition of vital nodes in complex networks retains great importance in the improvement
of network's robustness and vulnerability. Consistent research proposed various …

How to identify influential spreaders in complex networks is a topic of general interest in the
field of network science. Therefore, it wins an increasing attention and many influential …

Graph neural networks are essential in mining complex relationships in graphs. However,
most methods ignore the global location information of nodes and the discrepancy between …

The influential spreaders play a significant role in maximizing or controlling any spreading
process in a network. In the literature, many methods have been proposed to identify …

The network structural properties at the micro-level, community-level and macro-level have
different contributions to the spreading influence of nodes. The challenge is how to make …

Centrality analysis is a crucial tool for understanding the role of nodes in a network, but it is
unclear how different centrality measures provide much unique information. To improve the …

The growth of COVID-19, caused by the SARS-CoV-2 virus, has turned into an
unprecedented pandemic in the last century. It is crucial to identify superspreading nodes to …

Assessing the importance of spreaders in networks is crucial for investigating the survival
and robustness of networks. There are numerous potential applications, such as preventing …

Las tendencias de gestión de conocimiento en emprendimientos sociales precisan la
revisión sobre las formas de liderazgo en los territorios, a fin de caracterizar habilidades y …