The violin plots of the KS-static values of each backbone extraction method across all networks.

<p>The KS-static represents the distance between the backbone and the original weight distribution.</p>

محفوظ في:

التفاصيل البيبلوغرافية
المؤلف الرئيسي:	Ali Yassin (1671982) (author)
مؤلفون آخرون:	Hocine Cherifi (8177628) (author), Hamida Seba (15573133) (author), Olivier Togni (20501355) (author)
منشور في:	2025
الموضوعات:	Biochemistry Biological Sciences not elsewhere classified Physical Sciences not elsewhere classified Information Systems not elsewhere classified retaining essential features minimum spanning tree maintain high reachability fields like biology primary linkage analysis covering diverse sizes backbone prioritizes high progressively adding connectivity statistical weight distributions diverse behaviors degree distributions comparative analysis weight edges simplest backbone preserving weight metric backbone world networks weighted networks umb ), substantial edges social networks property preservation overlap coefficient key metrics jaccard similarity insights advance existing techniques disrupts connectivity benefit applications 33 real
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