Almost all the complex interactions between humans, animals, biological cells, neurons, or
any other objects are now modeled as a graph with the nodes as the objects of interest and …

The growing popularity of social networks is providing a promising opportunity for different
practical applications. The influence analysis is an essential technique supporting the …

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 …

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

Identifying influential spreaders in complex networks is crucial in understanding, controlling
and accelerating spreading processes for diseases, information, innovations, behaviors, and …

Vital node identification is the problem of finding nodes of highest importance in complex
networks. This problem has crucial applications in various contexts such as viral marketing …

Identifying the influential spreaders in complex network is a very important topic, which is
conducive to deeply understanding the role of nodes in the information diffusion and …

Identification of Influential nodes in complex networks is challenging due to the largely
scaled data and network sizes, and frequently changing behaviors of the current topologies …

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 …

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 …