Locating influential nodes in complex networks

FD Malliaros, MEG Rossi, M Vazirgiannis - Scientific reports, 2016 - nature.com
Understanding and controlling spreading processes in networks is an important topic with
many diverse applications, including information dissemination, disease propagation and …

A novel weight neighborhood centrality algorithm for identifying influential spreaders in complex networks

J Wang, X Hou, K Li, Y Ding - Physica A: Statistical Mechanics and its …, 2017 - Elsevier
Identifying the most influential spreaders in complex networks is crucial for optimally using
the network structure and designing efficient strategies to accelerate information …

[HTML][HTML] Using global diversity and local topology features to identify influential network spreaders

YH Fu, CY Huang, CT Sun - Physica A: Statistical Mechanics and its …, 2015 - Elsevier
Identifying the most influential individuals spreading ideas, information, or infectious
diseases is a topic receiving significant attention from network researchers, since such …

Identifying and ranking influential spreaders in complex networks by neighborhood coreness

J Bae, S Kim - Physica A: Statistical Mechanics and its Applications, 2014 - Elsevier
Identifying influential spreaders is an important issue in understanding the dynamics of
information diffusion in complex networks. The k-shell index, which is the topological …

Identifying influential spreaders in complex networks for disease spread and control

X Wei, J Zhao, S Liu, Y Wang - Scientific reports, 2022 - nature.com
Identifying influential spreaders is an important task in controlling the spread of information
and epidemic diseases in complex networks. Many recent studies have indicated that the …

GSI: An influential node detection approach in heterogeneous network using covid-19 as use case

RD Shetty, S Bhattacharjee, A Dutta… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
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 …

Centrality in complex networks with overlapping community structure

Z Ghalmane, C Cherifi, H Cherifi, ME Hassouni - Scientific reports, 2019 - nature.com
Identifying influential spreaders in networks is an essential issue in order to prevent
epidemic spreading, or to accelerate information diffusion. Several centrality measures take …

Identifying influential nodes in large-scale directed networks: the role of clustering

DB Chen, H Gao, L Lü, T Zhou - PloS one, 2013 - journals.plos.org
Identifying influential nodes in very large-scale directed networks is a big challenge relevant
to disparate applications, such as accelerating information propagation, controlling rumors …

Fast influencers in complex networks

F Zhou, L Lü, MS Mariani - … in Nonlinear Science and Numerical Simulation, 2019 - Elsevier
Influential nodes in complex networks are typically defined as those nodes that maximize the
asymptotic reach of a spreading process of interest. However, for practical applications such …

Identification of influential spreaders based on classified neighbors in real-world complex networks

C Li, L Wang, S Sun, C Xia - Applied Mathematics and Computation, 2018 - Elsevier
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 …