Identifying Influential Nodes Based on Evidence Theory in Complex Network [PDF]
EntropyInfluential node identification is an important and hot topic in the field of complex network science. Classical algorithms for identifying influential nodes are typically based on a single attribute of nodes or the simple fusion of a few attributes ...
Fu Tan +5 more
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A novel voting measure for identifying influential nodes in complex networks based on local structure [PDF]
Scientific ReportsIdentifying influential nodes in real networks is significant in studying and analyzing the structural as well as functional aspects of networks. VoteRank is a simple and effective algorithm to identify high-spreading nodes. The accuracy and monotonicity
Haoyang Li +4 more
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Controlling COVID-19 transmission with isolation of influential nodes [PDF]
Chaos Solitons Fractals, 2022 To understand the transmission dynamics of any infectious disease outbreak, identification of influential nodes plays a crucial role in a complex network.
Pei, See Phang +4 more
core +2 more sources
The identification of influential nodes based on structure similarity
Connection Science, 2021 The identification of influential nodes in complex networks is an open issue. To address it, many centrality measures have been proposed, among which the most representative iteration algorithm is the PageRank algorithm.
Jie Zhao +3 more
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Finding influential nodes for integration in brain networks using optimal percolation theory [PDF]
Nat Commun, 2018 Global integration of information in the brain results from complex interactions of segregated brain networks. Identifying the most influential neuronal populations that efficiently bind these networks is a fundamental problem of systems neuroscience ...
Makse, Hernán A. +22 more
core +3 more sources
Influential nodes identification in complex networks: a comprehensive literature review [PDF]
Beni-Suef University Journal of Basic and Applied Sciences, 2023 Researchers have paid a lot of attention to complex networks in recent decades. Due to their rapid evolution, they turn into a major scientific and innovative field.
Khaoula Ait Rai +2 more
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A multi-attribute method for ranking influential nodes in complex networks. [PDF]
PLoS ONE, 2022 Calculating the importance of influential nodes and ranking them based on their diffusion power is one of the open issues and critical research fields in complex networks.
Adib Sheikhahmadi +3 more
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Influential nodes identification method based on adaptive adjustment of voting ability [PDF]
Heliyon, 2023 Influential nodes identification technology is one of the important topics which has been widely applied to logistics node location, social information dissemination, transportation network carrying, biological virus dissemination, power network anti ...
Syazwina Binti Alias +5 more
core +2 more sources
Locating influential nodes via dynamics-sensitive centrality [PDF]
Sci Rep, 2016 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 by integrating topological features and dynamical properties.
Zhou, Tao +3 more
core +2 more sources
Prediction of influential nodes in social networks based on local communities and users’ reaction information [PDF]
Scientific ReportsIdentifying influential nodes is one of the basic issues in managing large social networks. Identifying influence nodes in social networks and other networks, including transportation, can be effective in applications such as identifying the sources of ...
Rohollah Rashidi +3 more
doaj +2 more sources