Identifying Key Nodes in Complex Networks Based on Global Structure
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.2973241
Abstract: Quantitative identification of key nodes in complex networks is of great significance for studying the robustness and vulnerability of complex networks. Although various centralities have been proposed to solve this issue, each approach has its… read more here.
Keywords: nodes complex; complex networks; based global; key nodes ... See more keywords
Comprehensive influence of topological location and neighbor information on identifying influential nodes in complex networks
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DOI: 10.1371/journal.pone.0251208
Abstract: Identifying the influential nodes of complex networks is now seen as essential for optimizing the network structure or efficiently disseminating information through networks. Most of the available methods determine the spreading capability of nodes based… read more here.
Keywords: neighbor information; information; location; nodes complex ... See more keywords
Identifying Influential Nodes in Complex Networks Based on Multiple Local Attributes and Information Entropy
Sign Up to like & getrecommendations! Published in 2022 at "Entropy"
DOI: 10.3390/e24020293
Abstract: 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 global attributes have become unsuitable for large-scale complex networks.… read more here.
Keywords: influence; information; nodes complex; influential nodes ... See more keywords