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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Main Author: Ali Yassin (1671982) (author)
Other Authors: Hocine Cherifi (8177628) (author), Hamida Seba (15573133) (author), Olivier Togni (20501355) (author)
Published: 2025
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author Ali Yassin (1671982)
author2 Hocine Cherifi (8177628)
Hamida Seba (15573133)
Olivier Togni (20501355)
author2_role author
author
author
author_facet Ali Yassin (1671982)
Hocine Cherifi (8177628)
Hamida Seba (15573133)
Olivier Togni (20501355)
author_role author
dc.creator.none.fl_str_mv Ali Yassin (1671982)
Hocine Cherifi (8177628)
Hamida Seba (15573133)
Olivier Togni (20501355)
dc.date.none.fl_str_mv 2025-05-20T17:26:37Z
dc.identifier.none.fl_str_mv 10.1371/journal.pone.0322298.g009
dc.relation.none.fl_str_mv https://figshare.com/articles/figure/The_normalized_weight_entropy_distribution_of_backbones_obtained_using_diverse_filtering_techniques_across_multiple_networks_presented_as_a_violin_plot_/29110897
dc.rights.none.fl_str_mv CC BY 4.0
info:eu-repo/semantics/openAccess
dc.subject.none.fl_str_mv 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
dc.title.none.fl_str_mv The normalized weight entropy distribution of backbones obtained using diverse filtering techniques across multiple networks presented as a violin plot.
dc.type.none.fl_str_mv Image
Figure
info:eu-repo/semantics/publishedVersion
image
description <p>Average normalized weight entropy is highlighted with red points for each method.</p>
eu_rights_str_mv openAccess
id Manara_683bd8329c5ee4679b88e120eccff99d
identifier_str_mv 10.1371/journal.pone.0322298.g009
network_acronym_str Manara
network_name_str ManaraRepo
oai_identifier_str oai:figshare.com:article/29110897
publishDate 2025
repository.mail.fl_str_mv
repository.name.fl_str_mv
repository_id_str
rights_invalid_str_mv CC BY 4.0
spelling The normalized weight entropy distribution of backbones obtained using diverse filtering techniques across multiple networks presented as a violin plot.Ali Yassin (1671982)Hocine Cherifi (8177628)Hamida Seba (15573133)Olivier Togni (20501355)BiochemistryBiological Sciences not elsewhere classifiedPhysical Sciences not elsewhere classifiedInformation Systems not elsewhere classifiedretaining essential featuresminimum spanning treemaintain high reachabilityfields like biologyprimary linkage analysiscovering diverse sizesbackbone prioritizes highprogressively adding connectivitystatistical weight distributionsdiverse behaviorsdegree distributionscomparative analysisweight edgessimplest backbonepreserving weightmetric backboneworld networksweighted networksumb ),substantial edgessocial networksproperty preservationoverlap coefficientkey metricsjaccard similarityinsights advanceexisting techniquesdisrupts connectivitybenefit applications33 real<p>Average normalized weight entropy is highlighted with red points for each method.</p>2025-05-20T17:26:37ZImageFigureinfo:eu-repo/semantics/publishedVersionimage10.1371/journal.pone.0322298.g009https://figshare.com/articles/figure/The_normalized_weight_entropy_distribution_of_backbones_obtained_using_diverse_filtering_techniques_across_multiple_networks_presented_as_a_violin_plot_/29110897CC BY 4.0info:eu-repo/semantics/openAccessoai:figshare.com:article/291108972025-05-20T17:26:37Z
spellingShingle The normalized weight entropy distribution of backbones obtained using diverse filtering techniques across multiple networks presented as a violin plot.
Ali Yassin (1671982)
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
status_str publishedVersion
title The normalized weight entropy distribution of backbones obtained using diverse filtering techniques across multiple networks presented as a violin plot.
title_full The normalized weight entropy distribution of backbones obtained using diverse filtering techniques across multiple networks presented as a violin plot.
title_fullStr The normalized weight entropy distribution of backbones obtained using diverse filtering techniques across multiple networks presented as a violin plot.
title_full_unstemmed The normalized weight entropy distribution of backbones obtained using diverse filtering techniques across multiple networks presented as a violin plot.
title_short The normalized weight entropy distribution of backbones obtained using diverse filtering techniques across multiple networks presented as a violin plot.
title_sort The normalized weight entropy distribution of backbones obtained using diverse filtering techniques across multiple networks presented as a violin plot.
topic 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