Please use this identifier to cite or link to this item: https://hdl.handle.net/11147/9873
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dc.contributor.authorYıldız, Barış-
dc.contributor.authorErgenç, Belgin-
dc.date.accessioned2021-01-24T18:28:53Z-
dc.date.available2021-01-24T18:28:53Z-
dc.date.issued2012-
dc.identifier.isbn978-146141694-4-
dc.identifier.issn1876-1100-
dc.identifier.urihttps://doi.org/10.1007/978-1-4614-1695-1_19-
dc.identifier.urihttps://hdl.handle.net/11147/9873-
dc.description.abstractIn this work, we propose an integrated itemset hiding algorithm that eliminates the need of pre-mining and post-mining and uses a simple heuristic in selecting the itemset and the item in itemset for distortion. Base algorithm (matrix-apriori) works without candidate generation so efficiency is increased. Performance evaluation demonstrates (1) the side effect (lost itemsets) and time while increasing the number of sensitive itemsets and support of itemset and (2) speed up by integrating the post mining. © 2012 Springer Science+Business Media, LLC.en_US
dc.language.isoenen_US
dc.publisherSpringeren_US
dc.relation.ispartofLecture Notes in Electrical Engineeringen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectMatrix-apriorien_US
dc.subjectPrivacy preserving data miningen_US
dc.subjectSensitive itemset hidingen_US
dc.titleIntegrated approach for privacy preserving itemset miningen_US
dc.typeConference Objecten_US
dc.institutionauthorYıldız, Barış-
dc.institutionauthorErgenç, Belgin-
dc.departmentİzmir Institute of Technology. Computer Engineeringen_US
dc.identifier.volume110 LNEEen_US
dc.identifier.startpage247en_US
dc.identifier.endpage260en_US
dc.identifier.scopus2-s2.0-84855713997en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.identifier.doi10.1007/978-1-4614-1695-1_19-
dc.relation.doi10.1007/978-1-4614-1695-1_19en_US
dc.coverage.doi10.1007/978-1-4614-1695-1_19en_US
dc.identifier.wosqualityN/A-
dc.identifier.scopusqualityQ4-
item.openairecristypehttp://purl.org/coar/resource_type/c_18cf-
item.fulltextWith Fulltext-
item.openairetypeConference Object-
item.languageiso639-1en-
item.cerifentitytypePublications-
item.grantfulltextopen-
crisitem.author.dept03.04. Department of Computer Engineering-
Appears in Collections:Computer Engineering / Bilgisayar Mühendisliği
Scopus İndeksli Yayınlar Koleksiyonu / Scopus Indexed Publications Collection
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