An Intelligent Centrality Measures for Influential Node Detection in COVID-19 Environment
Sign Up to like & getrecommendations! Published in 2021 at "Wireless Personal Communications"
DOI: 10.1007/s11277-021-08577-y
Abstract: With an advent of social networks, spamming has posted the most important serious issues among the users. These are termed as influential users who spread the spam messages in the community which has created the… read more here.
Keywords: intelligent centrality; community; influential nodes; centrality ... See more keywords
An empirical evaluation of the influential nodes for stock market network: Chinese A-shares case
Sign Up to like & getrecommendations! Published in 2020 at "Finance Research Letters"
DOI: 10.1016/j.frl.2020.101517
Abstract: Abstract This paper aims to rank the influential nodes for Chinese A-share market by employing complex network analysis approach. More than one hundred directed weighted stock market networks are constructed by the methods of Engle-Granger… read more here.
Keywords: network; empirical evaluation; market; influential nodes ... See more keywords
Influential nodes identification using network local structural properties
Sign Up to like & getrecommendations! Published in 2022 at "Scientific Reports"
DOI: 10.1038/s41598-022-05564-6
Abstract: With the rapid development of information technology, the scale of complex networks is increasing, which makes the spread of diseases and rumors harder to control. Identifying the influential nodes effectively and accurately is critical to… read more here.
Keywords: nodes identification; identification using; network local; using network ... See more keywords
Identifying influential nodes: A new method based on network efficiency of edge weight updating.
Sign Up to like & getrecommendations! Published in 2021 at "Chaos"
DOI: 10.1063/5.0033197
Abstract: Identification of influential nodes in complex networks is an area of exciting growth since it can help us to deal with various problems. Furthermore, identifying important nodes can be used across various disciplines, such as… read more here.
Keywords: network; information network; method; influential nodes ... See more keywords
Identifying Influential Nodes in Social Networks: Exploiting Self-Voting Mechanism.
Sign Up to like & getrecommendations! Published in 2023 at "Big data"
DOI: 10.1089/big.2022.0165
Abstract: The influence maximization (IM) problem is defined as identifying a group of influential nodes in a network such that these nodes can affect as many nodes as possible. Due to its great significance in viral… read more here.
Keywords: nodes social; identifying influential; self voting; influential nodes ... See more keywords
Finding Influencers in Complex Networks: A Novel Method Based on Information Theory
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Systems Journal"
DOI: 10.1109/jsyst.2021.3119081
Abstract: Key node identification is one of the most fundamental and significant problems in complex network research. This article presents a novel approach called information-theory-based centrality $C_{H}$ to distinguish influential nodes in complex networks. From an… read more here.
Keywords: information; information theory; finding influencers; complex networks ... See more keywords
Detection of Influential Nodes in Network Dynamical Systems From Time Series
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Control of Network Systems"
DOI: 10.1109/tcns.2021.3061953
Abstract: Identifying influential nodes in network dynamical systems requires the manipulation of topological and dynamic characteristics within ideal experiments. However, seldom we have access to experimental settings that could afford targeted interventions or to calibrated mathematical… read more here.
Keywords: influential nodes; time; time series; nodes network ... See more keywords
LFIC: Identifying Influential Nodes in Complex Networks by Local Fuzzy Information Centrality
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Fuzzy Systems"
DOI: 10.1109/tfuzz.2021.3112226
Abstract: The issue of mining influential nodes in complex networks is a topic of immense interest. Recently, many methods have been proposed, but they suffer from certain limitations. In this article, a novel centrality measure based… read more here.
Keywords: information; complex networks; centrality; fuzzy information ... See more keywords
A new method to identify influential nodes based on combining of existing centrality measures
Sign Up to like & getrecommendations! Published in 2017 at "Modern Physics Letters B"
DOI: 10.1142/s0217984917502438
Abstract: How to identify influential nodes in complex networks continues to be an open issue. A number of centrality measures have been presented to address this problem. However, these studies focus only o... read more here.
Keywords: new method; influential nodes; identify influential; method identify ... See more keywords
Comprehensive influence of topological location and neighbor information on identifying influential nodes in complex networks
Sign Up to like & getrecommendations! Published in 2021 at "PLoS ONE"
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
Influential Nodes Identification in Complex Networks via Information Entropy
Sign Up to like & getrecommendations! Published in 2020 at "Entropy"
DOI: 10.3390/e22020242
Abstract: Identifying a set of influential nodes is an important topic in complex networks which plays a crucial role in many applications, such as market advertising, rumor controlling, and predicting valuable scientific publications. In regard to… read more here.
Keywords: information; information entropy; complex networks; influential nodes ... See more keywords