Please use this identifier to cite or link to this item: https://hdl.handle.net/20.500.14365/3563
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dc.contributor.authorOğuz, Kaya-
dc.contributor.authorDoluca, Osman-
dc.date.accessioned2023-06-16T15:00:48Z-
dc.date.available2023-06-16T15:00:48Z-
dc.date.issued2022-
dc.identifier.isbn9.78167E+12-
dc.identifier.urihttps://doi.org/10.1109/IISEC56263.2022.9998238-
dc.identifier.urihttps://hdl.handle.net/20.500.14365/3563-
dc.description3rd International Informatics and Software Engineering Conference, IISEC 2022 -- 15 December 2022 through 16 December 2022 -- 185735en_US
dc.description.abstractAPAL is an overlapping community detection algorithm that runs on undirected and unweighted graphs of any size. This study extends the algorithm to weighted networks by incorporating the average weight of the community to the evaluation process of the detected communities. Weighted-APAL (WAPAL) is tested with the established LFR benchmark suite against the weighted version of CPM. The resulting normalized mutual information scores show that it can detect weighted communities with a high rate of success. © 2022 IEEE.en_US
dc.language.isoenen_US
dc.publisherInstitute of Electrical and Electronics Engineers Inc.en_US
dc.relation.ispartof3rd International Informatics and Software Engineering Conference, IISEC 2022en_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectoverlapping community detectionen_US
dc.subjectweighted networksen_US
dc.subjectUndirected graphsen_US
dc.subjectBenchmark suitesen_US
dc.subjectCommunity detection algorithmsen_US
dc.subjectHigh rateen_US
dc.subjectNormalized mutual informationen_US
dc.subjectOverlapping communitiesen_US
dc.subjectOverlapping community detectionsen_US
dc.subjectUndirected graphen_US
dc.subjectUnweighted graphsen_US
dc.subjectWeighted networksen_US
dc.subjectPopulation dynamicsen_US
dc.titleExtending APAL to Detect Overlapping Communities in Weighted Networksen_US
dc.typeConference Objecten_US
dc.identifier.doi10.1109/IISEC56263.2022.9998238-
dc.identifier.scopus2-s2.0-85146366704en_US
dc.authorscopusid54902980200-
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.identifier.scopusqualityN/A-
dc.identifier.wosqualityN/A-
item.grantfulltextreserved-
item.openairecristypehttp://purl.org/coar/resource_type/c_18cf-
item.cerifentitytypePublications-
item.openairetypeConference Object-
item.fulltextWith Fulltext-
item.languageiso639-1en-
crisitem.author.dept05.05. Computer Engineering-
crisitem.author.dept05.02. Biomedical Engineering-
Appears in Collections:Scopus İndeksli Yayınlar Koleksiyonu / Scopus Indexed Publications Collection
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