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Description
  • We study a generalization of Plotkin’s least general generalization. We introduce a novel concept called bounded least general generalization w.r.t. a set of clauses and show an instance of it for which polynomial-time reduction procedures exist. We demonstrate the practical utility of our approach in experiments on several relational learning datasets.
  • We study a generalization of Plotkin’s least general generalization. We introduce a novel concept called bounded least general generalization w.r.t. a set of clauses and show an instance of it for which polynomial-time reduction procedures exist. We demonstrate the practical utility of our approach in experiments on several relational learning datasets. (en)
Title
  • Bounded Least General Generalization
  • Bounded Least General Generalization (en)
skos:prefLabel
  • Bounded Least General Generalization
  • Bounded Least General Generalization (en)
skos:notation
  • RIV/68407700:21230/13:00213332!RIV14-GA0-21230___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(GAP103/10/1875)
http://linked.open...vai/riv/dodaniDat
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  • 63787
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  • RIV/68407700:21230/13:00213332
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http://linked.open.../riv/klicovaSlova
  • machine learning; logic (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [5BCBCA82553B]
http://linked.open...v/mistoKonaniAkce
  • Dubrovnik
http://linked.open...i/riv/mistoVydani
  • Berlin
http://linked.open...i/riv/nazevZdroje
  • Inductive Logic Programming, 22nd International Conference, ILP 2012, Dubrovnik, Croatia, September 17-19, 2012, Revised Selected Papers
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
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http://linked.open...vavai/riv/projekt
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  • Kuželka, Ondřej
  • Szabóová, Andrea
  • Železný, Filip
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http://linked.open.../riv/zahajeniAkce
issn
  • 0302-9743
number of pages
http://bibframe.org/vocab/doi
  • 10.1007/978-3-642-38812-5_9
http://purl.org/ne...btex#hasPublisher
  • Springer-Verlag
https://schema.org/isbn
  • 978-3-642-38811-8
http://localhost/t...ganizacniJednotka
  • 21230
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