About: Block-Wise Construction of Acyclic Relational Features with Monotone Irreducibility and Relevancy Properties     Goto   Sponge   NotDistinct   Permalink

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Description
  • We describe an algorithm for constructing a set of acyclic conjunctive relational features by combining smaller conjunctive blocks. Unlike traditional level-wise approaches which preserve the monotonicity of frequency, our block-wise approach preserves a form of monotonicity of the irreducibility and relevancy feature properties, which are important in propositionalization employed in the context of classification learning.
  • We describe an algorithm for constructing a set of acyclic conjunctive relational features by combining smaller conjunctive blocks. Unlike traditional level-wise approaches which preserve the monotonicity of frequency, our block-wise approach preserves a form of monotonicity of the irreducibility and relevancy feature properties, which are important in propositionalization employed in the context of classification learning. (en)
Title
  • Block-Wise Construction of Acyclic Relational Features with Monotone Irreducibility and Relevancy Properties
  • Block-Wise Construction of Acyclic Relational Features with Monotone Irreducibility and Relevancy Properties (en)
skos:prefLabel
  • Block-Wise Construction of Acyclic Relational Features with Monotone Irreducibility and Relevancy Properties
  • Block-Wise Construction of Acyclic Relational Features with Monotone Irreducibility and Relevancy Properties (en)
skos:notation
  • RIV/68407700:21230/09:00158289!RIV11-GA0-21230___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(1ET101210513), P(GA201/08/0509)
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 305322
http://linked.open...ai/riv/idVysledku
  • RIV/68407700:21230/09:00158289
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • relational learning; inductive logic programming; feature construction; propositionalization (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [DA67E706B3E0]
http://linked.open...v/mistoKonaniAkce
  • Montreal
http://linked.open...i/riv/mistoVydani
  • Medison
http://linked.open...i/riv/nazevZdroje
  • 26th International Conference on Machine Learning - procedings
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...vavai/riv/projekt
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Kuželka, Ondřej
  • Železný, Filip
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
number of pages
http://purl.org/ne...btex#hasPublisher
  • Omnipress
https://schema.org/isbn
  • 978-1-60558-516-1
http://localhost/t...ganizacniJednotka
  • 21230
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