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Communication Dans Un Congrès Année : 2024

Multilevel Backbone Extraction Based on the Network Component Structure

Résumé

Backbone extraction techniques aim to retain essential information while reducing the network's size. We propose a generic framework based on the mesoscopic network component structure. This involves extracting backbones for each component and combining them to form the final backbone, called the "Multilevel Backbone." The proposed method is compared with classical backbone methods, showing significant improvements in preserving network heterogeneity.
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Dates et versions

hal-04620644 , version 1 (21-06-2024)

Identifiants

  • HAL Id : hal-04620644 , version 1

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Sanaa Hmaida, Mohammed El Hassouni, Hocine Cherifi. Multilevel Backbone Extraction Based on the Network Component Structure. International School and Conference on Network Science (NetSci), Network Science Society, Jun 2024, Quebec city, Canada. ⟨hal-04620644⟩
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