Lung cancer classification using data mining and supervised learning algorithms on multi-dimensional data set

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dc.contributor.authorAhmed, Saadaldeen Rashid Ahmed
dc.contributor.authorAl-Barazanchi, Israa
dc.contributor.authorMhana, Ammar
dc.contributor.authorAbdulshaheed, Haider Rasheed
dc.date.accessioned2021-05-15T12:50:01Z
dc.date.available2021-05-15T12:50:01Z
dc.date.issued2019
dc.departmentBilişim Teknolojisi Bölümüen_US
dc.description.abstractThese With recent developments in machine learning, data mining and computer vision, there is great potential for improvements in early detection of lung cancer using scans and data available. This paper details the methods and techniques used in our project, where the objective is to develop algorithms to determine whether a patient has or is likely to develop lung cancer using dataset images using data mining and machine learning for the classification and examination. We explore approaches to address the problem. Cancer is the most important cause of death globally. The disease diagnosis is a major process to treat the patients who are affected by cancer disease. The diagnosis process is more difficult comparatively known about the cancer disease detection. Developing a proposed data mining model is useful to diagnose the cancer disease once the cancer detection is accomplished using data mining for the examination and classification of machine learning supervised algorithms. © 2019 International University of Sarajevo.en_US
dc.identifier.doi10.21533/pen.v7i2.483
dc.identifier.endpage447en_US
dc.identifier.issn2303-4521
dc.identifier.issue2en_US
dc.identifier.scopus2-s2.0-85070412950
dc.identifier.scopusqualityQ2
dc.identifier.startpage438en_US
dc.identifier.urihttps://doi.org/10.21533/pen.v7i2.483
dc.identifier.urihttps://hdl.handle.net/20.500.12939/1165
dc.identifier.volume7en_US
dc.indekslendigikaynakScopus
dc.institutionauthorAhmed, Saadaldeen Rashid Ahmed
dc.language.isoen
dc.publisherInternational University of Sarajevoen_US
dc.relation.ispartofPeriodicals of Engineering and Natural Sciences
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectClassificationen_US
dc.subjectData Miningen_US
dc.subjectLung Cancer Detectionen_US
dc.subjectMachine Learningen_US
dc.titleLung cancer classification using data mining and supervised learning algorithms on multi-dimensional data set
dc.typeArticle

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