The normalized weight entropy distribution of backbones obtained using diverse filtering techniques across multiple networks presented as a violin plot.

The normalized weight entropy distribution of backbones obtained using diverse filtering techniques across multiple networks presented as a violin plot.

<p>Average normalized weight entropy is highlighted with red points for each method.</p>

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Bibliographic Details
Main Author: Ali Yassin (1671982) (author)
Other Authors: Hocine Cherifi (8177628) (author), Hamida Seba (15573133) (author), Olivier Togni (20501355) (author)
Published: 2025
Subjects:
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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