Data mining management system optimization using swarm intelligence

Basit Öğe Kaydı
dc.contributor.authorHasan Al Mashhadani, Asraa Ahmed
dc.contributor.authorİnan, Timur
dc.contributor.authorAhmed, Ali Saadoon
dc.date.accessioned2023-08-21T06:51:01Z
dc.date.available2023-08-21T06:51:01Z
dc.date.issued2023en_US
dc.departmentEnstitüler, Lisansüstü Eğitim Enstitüsü, Bilişim Teknolojileri Ana Bilim Dalıen_US
dc.description.abstractBecause of a phenomenon known as the 'curs e of dimensionality,' standard machine learning algorithms have difficulty dealing with high-dimensional data. There are more possible examples in the data space as the number of dimensions increases; however, as the number of dimensions increases, the amount of data that can be accessed decreases. There are a greater number of potential instances in the data space when there are more dimensions. The amount of data required by machine learning algorithms to address problems with such a high dimension increases exponentially with the number of problem-related characteristics. In this paper, we examine the suggested algorithms' methods for selecting features and their relationship to the data representation.en_US
dc.identifier.citationHasan Al Mashhadani, A. A., Inan, T., Ahmed, A. S. (2023). Data mining management system optimization using swarm intelligence. HORA 2023 - 2023 5th International Congress on Human-Computer Interaction, Optimization and Robotic Applications, Proceedingsen_US
dc.identifier.isbn9798350337525
dc.identifier.scopus2-s2.0-85165712279
dc.identifier.scopusqualityN/A
dc.identifier.urihttps://hdl.handle.net/20.500.12939/3690
dc.indekslendigikaynakScopus
dc.institutionauthorHasan Al Mashhadani, Asraa Ahmed
dc.institutionauthorİnan, Timur
dc.language.isoen
dc.publisherInstitute of Electrical and Electronics Engineers Inc.en_US
dc.relation.ispartofHORA 2023 - 2023 5th International Congress on Human-Computer Interaction, Optimization and Robotic Applications, Proceedings
dc.relation.isversionof10.1109/HORA58378.2023.10156732en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - İdari Personel ve Öğrencien_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectAIen_US
dc.subjectClusteringen_US
dc.subjectDataminingen_US
dc.subjectSIen_US
dc.titleData mining management system optimization using swarm intelligence
dc.typeConference Object

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