Identification of influencers in complex networks by local information dimensionality
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 …
network characteristics. Many centrality measures have been proposed to address this …
Identifying influential nodes in complex networks based on local neighbor contribution
J Dai, B Wang, J Sheng, Z Sun, FR Khawaja… - IEEE …, 2019 - ieeexplore.ieee.org
The identification of influential nodes in complex networks has been widely used to
suppress rumor dissemination and control the spread of epidemics and diseases. However …
suppress rumor dissemination and control the spread of epidemics and diseases. However …
Ranking influential nodes in complex networks based on local and global structures
L Qiu, J Zhang, X Tian - Applied intelligence, 2021 - Springer
Identifying influential nodes in complex networks is an open and challenging issue. Many
measures have been proposed to evaluate the influence of nodes and improve the accuracy …
measures have been proposed to evaluate the influence of nodes and improve the accuracy …
A machine learning based framework for identifying influential nodes in complex networks
G Zhao, P Jia, C Huang, A Zhou, Y Fang - IEEE Access, 2020 - ieeexplore.ieee.org
In complex networks, identifying influential nodes is of great importance for its wide
applications. Traditional centrality methods are usually directly based on topological …
applications. Traditional centrality methods are usually directly based on topological …
Influential nodes identification in complex networks via information entropy
Identifying a set of influential nodes is an important topic in complex networks which plays a
crucial role in many applications, such as market advertising, rumor controlling, and …
crucial role in many applications, such as market advertising, rumor controlling, and …
Centrality in complex networks with overlapping community structure
Identifying influential spreaders in networks is an essential issue in order to prevent
epidemic spreading, or to accelerate information diffusion. Several centrality measures take …
epidemic spreading, or to accelerate information diffusion. Several centrality measures take …
Finding critical nodes in a complex network from information diffusion and Matthew effect aggregation
Z Sun, Y Sun, X Chang, F Wang, Q Wang… - Expert Systems with …, 2023 - Elsevier
The identification of critical nodes is a crucial aspect in studying the spread of diseases,
vaccination strategies, power grid robustness, advertisement placement, and rumor control …
vaccination strategies, power grid robustness, advertisement placement, and rumor control …
Ranking the spreading ability of nodes in complex networks based on local structure
Ranking nodes by their spreading ability in complex networks is a fundamental problem
which relates to wide applications. Local metric like degree centrality is simple but less …
which relates to wide applications. Local metric like degree centrality is simple but less …
Improving the accuracy of the k-shell method by removing redundant links: From a perspective of spreading dynamics
Recent study shows that the accuracy of the k-shell method in determining node coreness in
a spreading process is largely impacted due to the existence of core-like group, which has a …
a spreading process is largely impacted due to the existence of core-like group, which has a …
Path diversity improves the identification of influential spreaders
Identifying influential spreaders in complex networks is a crucial problem which relates to
wide applications. Many methods based on the global information such as K-shell and …
wide applications. Many methods based on the global information such as K-shell and …