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 …
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 …
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 …
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 …
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 …
Identifying influential spreaders in networks is an essential issue in order to prevent epidemic spreading, or to accelerate information diffusion. Several centrality measures take …
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 …
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 …
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 …