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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...
Autores principales: | Both, Csaba, Dehmamy, Nima, Yu, Rose, Barabási, Albert-László |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
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 |
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