Diversity of augmented graphs.

<p>Similarities (↑ larger = more overlap) and complementary diversities (↑ larger = more diverse). Lower is better for .</p>

Պահպանված է:
Մատենագիտական մանրամասներ
Հիմնական հեղինակ: Hossein Rafieizadeh (22676722) (author)
Այլ հեղինակներ: Hadi Zare (20073000) (author), Mohsen Ghassemi Parsa (22676725) (author), Hocine Cherifi (8177628) (author)
Հրապարակվել է: 2025
Խորագրեր:
Ցուցիչներ: Ավելացրեք ցուցիչ
Չկան պիտակներ, Եղեք առաջինը, ով նշում է այս գրառումը!
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author Hossein Rafieizadeh (22676722)
author2 Hadi Zare (20073000)
Mohsen Ghassemi Parsa (22676725)
Hocine Cherifi (8177628)
author2_role author
author
author
author_facet Hossein Rafieizadeh (22676722)
Hadi Zare (20073000)
Mohsen Ghassemi Parsa (22676725)
Hocine Cherifi (8177628)
author_role author
dc.creator.none.fl_str_mv Hossein Rafieizadeh (22676722)
Hadi Zare (20073000)
Mohsen Ghassemi Parsa (22676725)
Hocine Cherifi (8177628)
dc.date.none.fl_str_mv 2025-11-24T18:38:04Z
dc.identifier.none.fl_str_mv 10.1371/journal.pone.0335135.t006
dc.relation.none.fl_str_mv https://figshare.com/articles/dataset/Diversity_of_augmented_graphs_/30698035
dc.rights.none.fl_str_mv CC BY 4.0
info:eu-repo/semantics/openAccess
dc.subject.none.fl_str_mv Cell Biology
Science Policy
Environmental Sciences not elsewhere classified
Biological Sciences not elsewhere classified
Information Systems not elsewhere classified
intrusions across social
reconstructions across views
level contrastive learning
dual contrastive learning
across six benchmarks
div >< p
view discrepancies underutilized
augmented graph views
dcor improves auroc
view discrepancies
level contrast
dual autoencoder
augmented view
specific information
six datasets
reduces auroc
publicly available
preserves fine
physical domains
performing non
maximum gain
leaving cross
identifying threats
financial fraud
existing graph
dcor reconstructs
dcor ),
contrasts reconstructions
attributed networks
attribute patterns
dc.title.none.fl_str_mv Diversity of augmented graphs.
dc.type.none.fl_str_mv Dataset
info:eu-repo/semantics/publishedVersion
dataset
description <p>Similarities (↑ larger = more overlap) and complementary diversities (↑ larger = more diverse). Lower is better for .</p>
eu_rights_str_mv openAccess
id Manara_88d0a4a403d7bbcaed91c70903e6ac8c
identifier_str_mv 10.1371/journal.pone.0335135.t006
network_acronym_str Manara
network_name_str ManaraRepo
oai_identifier_str oai:figshare.com:article/30698035
publishDate 2025
repository.mail.fl_str_mv
repository.name.fl_str_mv
repository_id_str
rights_invalid_str_mv CC BY 4.0
spelling Diversity of augmented graphs.Hossein Rafieizadeh (22676722)Hadi Zare (20073000)Mohsen Ghassemi Parsa (22676725)Hocine Cherifi (8177628)Cell BiologyScience PolicyEnvironmental Sciences not elsewhere classifiedBiological Sciences not elsewhere classifiedInformation Systems not elsewhere classifiedintrusions across socialreconstructions across viewslevel contrastive learningdual contrastive learningacross six benchmarksdiv >< pview discrepancies underutilizedaugmented graph viewsdcor improves aurocview discrepancieslevel contrastdual autoencoderaugmented viewspecific informationsix datasetsreduces aurocpublicly availablepreserves finephysical domainsperforming nonmaximum gainleaving crossidentifying threatsfinancial fraudexisting graphdcor reconstructsdcor ),contrasts reconstructionsattributed networksattribute patterns<p>Similarities (↑ larger = more overlap) and complementary diversities (↑ larger = more diverse). Lower is better for .</p>2025-11-24T18:38:04ZDatasetinfo:eu-repo/semantics/publishedVersiondataset10.1371/journal.pone.0335135.t006https://figshare.com/articles/dataset/Diversity_of_augmented_graphs_/30698035CC BY 4.0info:eu-repo/semantics/openAccessoai:figshare.com:article/306980352025-11-24T18:38:04Z
spellingShingle Diversity of augmented graphs.
Hossein Rafieizadeh (22676722)
Cell Biology
Science Policy
Environmental Sciences not elsewhere classified
Biological Sciences not elsewhere classified
Information Systems not elsewhere classified
intrusions across social
reconstructions across views
level contrastive learning
dual contrastive learning
across six benchmarks
div >< p
view discrepancies underutilized
augmented graph views
dcor improves auroc
view discrepancies
level contrast
dual autoencoder
augmented view
specific information
six datasets
reduces auroc
publicly available
preserves fine
physical domains
performing non
maximum gain
leaving cross
identifying threats
financial fraud
existing graph
dcor reconstructs
dcor ),
contrasts reconstructions
attributed networks
attribute patterns
status_str publishedVersion
title Diversity of augmented graphs.
title_full Diversity of augmented graphs.
title_fullStr Diversity of augmented graphs.
title_full_unstemmed Diversity of augmented graphs.
title_short Diversity of augmented graphs.
title_sort Diversity of augmented graphs.
topic Cell Biology
Science Policy
Environmental Sciences not elsewhere classified
Biological Sciences not elsewhere classified
Information Systems not elsewhere classified
intrusions across social
reconstructions across views
level contrastive learning
dual contrastive learning
across six benchmarks
div >< p
view discrepancies underutilized
augmented graph views
dcor improves auroc
view discrepancies
level contrast
dual autoencoder
augmented view
specific information
six datasets
reduces auroc
publicly available
preserves fine
physical domains
performing non
maximum gain
leaving cross
identifying threats
financial fraud
existing graph
dcor reconstructs
dcor ),
contrasts reconstructions
attributed networks
attribute patterns