A novel method to identify influential nodes based on hybrid topology structure

D Wan, J Yang, T Zhang, Y Xiong - Physical Communication, 2023 - Elsevier
With the increasing popularity of rail transit and the increasing number of light rail trips, the
vulnerability of rail transit has become increasingly prominent. Once the rail transit is …

Identifying influential nodes in complex networks based on global and local structure

J Sheng, J Dai, B Wang, G Duan, J Long… - Physica A: Statistical …, 2020 - Elsevier
Identifying influential nodes in complex networks is still an open issue. A number of
measures have been proposed to improve the validity and accuracy of the influential nodes …

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 …

An extended improved global structure model for influential node identification in complex networks

JC Zhu, LW Wang - Chinese Physics B, 2022 - iopscience.iop.org
Accurate identification of influential nodes facilitates the control of rumor propagation and
interrupts the spread of computer viruses. Many classical approaches have been proposed …

A novel algorithm for identifying influential nodes in complex networks based on local propagation probability model

G Xu, L Meng - Chaos, Solitons & Fractals, 2023 - Elsevier
Identifying influential nodes in complex networks is an essential research issue in network
science since it may attribute to understand network structure and function. Majority of …

A novel potential edge weight method for identifying influential nodes in complex networks based on neighborhood and position

L Meng, G Xu, P Yang, D Tu - Journal of Computational Science, 2022 - Elsevier
The identification of influential nodes is one of the most urgent and challenging research
issues in complex networks, which is crucial to the robustness and stability of networks …

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 …

Identifying influential nodes based on network topology: A comparative study

A Raychaudhuri, S Mallick, A Sircar, S Singh - Information, Photonics and …, 2020 - Springer
Recently, the attention has been increased to the study of the connectivity properties and to
the topology of the complex networks. This paper studies the relationship between the …

Identifying influential nodes in complex networks based on multiple local attributes and information entropy

J Zhang, Q Zhang, L Wu, J Zhang - Entropy, 2022 - mdpi.com
Identifying influential nodes in complex networks has attracted the attention of many
researchers in recent years. However, due to the high time complexity, methods based on …

A novel measure for influence nodes across complex networks based on node attraction

B Wang, W Guan, Y Sheng, J Sheng, J Dai… - … Journal of Modern …, 2021 - World Scientific
The real-world network is heterogeneous, and it is an important and challenging task to
effectively identify the influential nodes in complex networks. Identification of influential …