2024
DOI: 10.1007/s41109-024-00645-z
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A multilevel backbone extraction framework

Sanaa Hmaida,
Hocine Cherifi,
Mohammed El Hassouni

Abstract: As networks grow in size and complexity, backbones become an essential network representation. Indeed, they provide a simplified yet informative overview of the underlying organization by retaining the most significant and structurally influential connections within a network. Network heterogeneity often results in complex and intricate structures, making it challenging to identify the backbone. In response, we introduce the Multilevel Backbone Extraction Framework, a novel approach that diverges from conventi… Show more

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