Accelerating network layouts using graph neural networks

Graph layout algorithms used in network visualization represent the first and the most widely used tool to unveil the inner structure and the behavior of complex networks. Current network visualization software relies on the force-directed layout (FDL) algorithm, whose high computational complexity...

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Detalles Bibliográficos
Autores principales: Both, Csaba, Dehmamy, Nima, Yu, Rose, Barabási, Albert-László
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10030870/
https://www.ncbi.nlm.nih.gov/pubmed/36944640
http://dx.doi.org/10.1038/s41467-023-37189-2

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10030870/
https://www.ncbi.nlm.nih.gov/pubmed/36944640
http://dx.doi.org/10.1038/s41467-023-37189-2

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