HEAL DSpace

Computing frequent itemsets in parallel using partial support trees

Αποθετήριο DSpace/Manakin

Εμφάνιση απλής εγγραφής

dc.contributor.author Souliou, D en
dc.contributor.author Pagourtzis, A en
dc.contributor.author Drosinos, N en
dc.contributor.author Tsanakas, P en
dc.date.accessioned 2014-03-01T01:23:44Z
dc.date.available 2014-03-01T01:23:44Z
dc.date.issued 2006 en
dc.identifier.issn 0164-1212 en
dc.identifier.uri https://dspace.lib.ntua.gr/xmlui/handle/123456789/17120
dc.subject Association rules en
dc.subject Data mining en
dc.subject Message passing en
dc.subject Parallelization en
dc.subject Set enumeration tree en
dc.subject.classification Computer Science, Software Engineering en
dc.subject.classification Computer Science, Theory & Methods en
dc.subject.other Algorithms en
dc.subject.other Computation theory en
dc.subject.other Data mining en
dc.subject.other Database systems en
dc.subject.other Numerical analysis en
dc.subject.other Trees (mathematics) en
dc.subject.other Association rules mining en
dc.subject.other Partial-support-tree en
dc.subject.other Sequential algorithms en
dc.subject.other Parallel processing systems en
dc.title Computing frequent itemsets in parallel using partial support trees en
heal.type journalArticle en
heal.identifier.primary 10.1016/j.jss.2006.03.016 en
heal.identifier.secondary http://dx.doi.org/10.1016/j.jss.2006.03.016 en
heal.language English en
heal.publicationDate 2006 en
heal.abstract A key process in association rules mining, which has attracted a lot of interest during the last decade, is the discovery of frequent sets of items in a database of transactions. A number of sequential algorithms have been proposed that accomplish this task. On the other hand, only few parallel algorithms have appeared in the literature. In this paper, we study the parallelization of the partial-support-tree approach Goulbourne et al. (2000). Numerical results show that this method is generally competitive, while it is particularly adequate for certain types of datasets. (C) 2006 Elsevier Inc. All rights reserved. en
heal.publisher ELSEVIER SCIENCE INC en
heal.journalName Journal of Systems and Software en
dc.identifier.doi 10.1016/j.jss.2006.03.016 en
dc.identifier.isi ISI:000242760400006 en
dc.identifier.volume 79 en
dc.identifier.issue 12 en
dc.identifier.spage 1735 en
dc.identifier.epage 1743 en


Αρχεία σε αυτό το τεκμήριο

Αρχεία Μέγεθος Μορφότυπο Προβολή

Δεν υπάρχουν αρχεία που σχετίζονται με αυτό το τεκμήριο.

Αυτό το τεκμήριο εμφανίζεται στην ακόλουθη συλλογή(ές)

Εμφάνιση απλής εγγραφής