Locating influential nodes via dynamics-sensitive centrality

JG Liu, JH Lin, Q Guo, T Zhou - Scientific reports, 2016 - nature.com
With great theoretical and practical significance, locating influential nodes of complex
networks is a promising issue. In this paper, we present a dynamics-sensitive (DS) centrality …

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) …

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 new measure of identifying influential nodes: Efficiency centrality

S Wang, Y Du, Y Deng - … in Nonlinear Science and Numerical Simulation, 2017 - Elsevier
Identifying the influential nodes in complex networks is a fundamental and practical topic at
the moment. Local metric like degree centrality measure is relatively simple and of less …

A community-based approach to identifying influential spreaders

Z Zhao, X Wang, W Zhang, Z Zhu - Entropy, 2015 - mdpi.com
Identifying influential spreaders in complex networks has a significant impact on
understanding and control of spreading process in networks. In this paper, we introduce a …

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 …

Semi-global triangular centrality measure for identifying the influential spreaders from undirected complex networks

A Namtirtha, B Dutta, A Dutta - Expert Systems with Applications, 2022 - Elsevier
The influential spreaders play a significant role in maximizing or controlling any spreading
process in a network. In the literature, many methods have been proposed to identify …

A new centrality measure based on the negative and positive effects of clustering coefficient for identifying influential spreaders in complex networks

K Berahmand, A Bouyer, N Samadi - Chaos, Solitons & Fractals, 2018 - Elsevier
Identifying the most influential spreaders with the aim of reaching a maximum spreading
ability has been a challenging and crucial topic so far. Many centrality measures have been …

Identifying influential nodes in complex networks

D Chen, L Lü, MS Shang, YC Zhang, T Zhou - Physica a: Statistical …, 2012 - Elsevier
Identifying influential nodes that lead to faster and wider spreading in complex networks is of
theoretical and practical significance. The degree centrality method is very simple but of little …

A novel measure of identifying influential nodes in complex networks

Z Lv, N Zhao, F Xiong, N Chen - Physica A: Statistical Mechanics and Its …, 2019 - Elsevier
Research about ranking nodes according to their spreading ability in complex networks is a
fundamental and essential issue. As one of the vital centrality measures, the degree …