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Link prediction using betweenness centrality and graph neural networks

Bibliographic Data

ID4695819
AuthorsJibouni Ayoub (0000-0001-9886-4576, Mohammed V University, corresponding author), Dounia Lotfi (0009-0002-7995-4036, Mohammed V University), Ahmed Hammouch (0009-0005-8691-6662, Mohammed V University)
Year2022
Volume13
Issue1
Publication date2022-12-10
Open AccessYes
TypeARTICLE
VenueSocial Network Analysis and Mining (JOURNAL)
Journal identifiersISSN: 1869-5450 • E-ISSN: 1869-5469
PublisherSpringer Science and Business Media LLC (PUBLISHER)
DOI10.1007/s13278-022-00999-1
OpenAlexW4312063941
LanguageEN
Citations received1
References cited28

Artificial neural network · Betweenness centrality · Centrality · Data mining · Graph · Machine learning · Social media · Social network analysis · Advanced Graph Neural Networks · Complex Network Analysis Techniques · Computer Science · Mathematics · Opinion Dynamics and Social Influence · Artificial Intelligence · Theoretical Computer Science

  • Principal component analysis of link prediction scores to propose a binary classification model for the betweenness of edges in complex networks

    Open Access•Natarajan Meghanathan•Social Network Analysis and Mining•2025

  • Predicting missing links via local information

    Open Access•Tao Zhou, Linyuan Lü et al.•The European Physical Journal B•2009

  • The link‐prediction problem for social networks

    Open Access•David Liben‐Nowell, Jon Kleinberg•Journal of the Association for…•2007

  • Evolution of the social network of scientific collaborations

    Open Access•A L Barabási, H Jeong et al.•Physica A Statistical Mechanics…•2002

  • Clustering and preferential attachment in growing networks

    Open Access•M E J Newman•Physical Review E•2001

  • The Network Data Repository with Interactive Graph Analytics and Visualization

    Open Access•Ryan A Rossi, Ryan Rossi et al.•Proceedings of the AAAI…•2015

  • Re-epithelialization and immune cell behaviour in an ex vivo human skin model

    Open Access•Ana Rakita, Nenad Nikolić et al.•Scientific Reports•2020

  • A New Status Index Derived from Sociometric Analysis

    Open Access•Leo Katz•Psychometrika•1953

  • Friends and neighbors on the Web

    Open Access•Lada A Adamic, Eytan Adar•Social Networks•2003

  • A Set of Measures of Centrality Based on Betweenness

    Linton C Freeman•Sociometry•1977

Citations per year1
Citation span2025 - 2025 (1)
Highly citedNo

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