Identifying influential spreaders by gravity model considering multi-characteristics of nodes

Z Li, X Huang - Scientific Reports, 2022 - nature.com
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 spreaders by gravity model

Z Li, T Ren, X Ma, S Liu, Y Zhang, T Zhou - Scientific reports, 2019 - nature.com
Identifying influential spreaders in complex networks is crucial in understanding, controlling
and accelerating spreading processes for diseases, information, innovations, behaviors, and …

Identifying influential spreaders in complex networks by an improved gravity model

Z Li, X Huang - Scientific reports, 2021 - nature.com
Identification of influential spreaders is still a challenging issue in network science.
Therefore, it attracts increasing attention from both computer science and physical societies …

Identifying and ranking influential spreaders in complex networks by combining a local-degree sum and the clustering coefficient

M Li, R Zhang, R Hu, F Yang, Y Yao… - International Journal of …, 2018 - World Scientific
Identifying influential spreaders is a crucial problem that can help authorities to control the
spreading process in complex networks. Based on the classical degree centrality (DC) …

Identifying influential spreaders in complex networks based on improved k-shell method

M Wang, W Li, Y Guo, X Peng, Y Li - Physica A: Statistical Mechanics and …, 2020 - Elsevier
Identifying influential spreaders in complex networks is a fundamental network project. It has
drawn great attention in recent years because of its great theoretical significance 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 …

A generalized gravity model for influential spreaders identification in complex networks

H Li, Q Shang, Y Deng - Chaos, Solitons & Fractals, 2021 - Elsevier
How to identify influential spreaders in complex networks is still an open issue in network
science. Many approaches from different perspectives have been proposed to identify vital …

Leveraging neighborhood and path information for influential spreaders recognition in complex networks

A Ullah, JF Sheng, B Wang, SU Din, N Khan - Journal of Intelligent …, 2024 - Springer
The study of influential spreaders has become a growing area of interest within network
sciences due to its critical implications in understanding the robustness and vulnerability of …

Identifying and ranking influential spreaders in complex networks with consideration of spreading probability

Q Ma, J Ma - Physica A: Statistical Mechanics and its Applications, 2017 - Elsevier
Identifying the influential spreaders in complex network has great theoretical and practical
significance. In order to evaluate the spreading ability of the nodes, some centrality …

Identifying influential spreaders in complex multilayer networks: A centrality perspective

P Basaras, G Iosifidis, D Katsaros… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Identifying influential spreaders in complex networks is of paramount importance for
understanding and controlling the spreading dynamics. A challenging and yet inadequately …