FP-Bonsai: the art of growing and pruning small FP-Trees (Articolo in rivista)

Type
Label
  • FP-Bonsai: the art of growing and pruning small FP-Trees (Articolo in rivista) (literal)
Anno
  • 2004-01-01T00:00:00+01:00 (literal)
Alternative label
  • Bonchi F.; Goethals B. (2004)
    FP-Bonsai: the art of growing and pruning small FP-Trees
    in Lecture notes in computer science
    (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#autori
  • Bonchi F.; Goethals B. (literal)
Pagina inizio
  • 155 (literal)
Pagina fine
  • 160 (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#numeroVolume
  • 3056 (literal)
Rivista
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#note
  • Advances in Knowledge Discovery and Data Mining. 8th Pacific-Asia Conference. PAKDD 2004 (Sydney, Australia, 26-28 May, 2004). Springer-Verlag, 2004. (literal)
Note
  • ISI Web of Science (WOS) (literal)
Titolo
  • FP-Bonsai: the art of growing and pruning small FP-Trees (literal)
Abstract
  • In the context of mining frequent itemsets, numerous strategies have been proposed to push several types of constraints within the most well known algorithms. In this paper, we integrate the recently proposed ExAnte data reduction technique within the FP-growth algorithm. Together, they result in a very efficient frequent itemset mining algorithm that effectively exploits monotone constraints. (literal)
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