Multi-attribute decision making method for node importance metric in complex network

Y Zhang, Y Lu, G Yang, Z Hang - Applied Sciences, 2022 - mdpi.com
Correctly measuring the importance of nodes in a complex network is critical for studying the
robustness of the network, and designing a network security policy based on these highly …

Node importance ranking in complex networks based on multicriteria decision making

Y Yang, L Yu, Z Zhou, Y Chen… - Mathematical Problems in …, 2019 - Wiley Online Library
Measuring node importance in complex networks has great theoretical and practical
significance for network stability and robustness. A variety of network centrality criteria have …

An entropy‐based self‐adaptive node importance evaluation method for complex networks

Q Sun, G Yang, A Zhou - Complexity, 2020 - Wiley Online Library
Identifying important nodes in complex networks is essential in disease transmission control,
network attack protection, and valuable information detection. Many evaluation indicators …

Identifying node importance based on information entropy in complex networks

F Wenli, L Zhigang, H Ping - Physica Scripta, 2013 - iopscience.iop.org
In this paper, we firstly put forward a novel correlation centrality index, which considers the
node importance contribution in the whole network adequately to overcome the …

Research on the identification of internet critical nodes based on multilayer network modeling

Y Zhang, Y Lu, G Yang, Z Luo - Security and Communication …, 2022 - Wiley Online Library
The research goal of cyberspace security situational awareness analysis is to predict the
future security development of the target network by acquiring, understanding, and …

Multi-index evaluation algorithm based on principal component analysis for node importance in complex networks

J Jin, K Xu, N Xiong, Y Liu, G Li - IET networks, 2012 - IET
The evaluation of vital nodes in complex networks has been an increasing widespread
concern in recent years. Seeking and protecting vital nodes is important to ensure the …

Identifying node importance in a complex network based on node bridging feature

L Jiang, Y Jing, S Hu, B Ge, W Xiao - Applied Sciences, 2018 - mdpi.com
Identifying node importance in complex networks is of great significance to improve the
network damage resistance and robustness. In the era of big data, the size of the network is …

The node importance in actual complex networks based on a multi-attribute ranking method

Z Liu, C Jiang, J Wang, H Yu - Knowledge-Based Systems, 2015 - Elsevier
This paper addresses the problem of evaluating the node importance in actual complex
networks. Firstly, the indicators used to evaluate the node importance are defined based on …

Multi-index evaluation algorithm based on locally linear embedding for the node importance in complex networks

F Hu, Y Liu, J Jin - 2014 13th International Symposium on …, 2014 - ieeexplore.ieee.org
Evaluation of node importance in complex network is significant, so it is important to seek
and protect important node, which is ensure the security and stability of the entire network. At …

Multi-index algorithm of identifying important nodes in complex networks based on linear discriminant analysis

F Hu, Y Liu - Modern Physics Letters B, 2015 - World Scientific
The evaluation of node importance has great significance to complex network, so it is
important to seek and protect important nodes to ensure the security and stability of the …