About: INDEED: a System for Relational Rule Induction in Domains with Rich Space of Constant Terms     Goto   Sponge   NotDistinct   Permalink

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Description
  • This paper presents INDEED, a new ILP system suitable for relational rule induction in domains with rich and possibly structured space of constant terms. These constants can be arbitrary terms, not only atoms. INDEED efficiently introduces the constants into a body of a clause and is capable of refining them with respect to a given background knowledge and user-defined specification. The primary application field for INDEED is morpho-syntactic tagging of highly inflectional (e.g. Slavic) languages. Nevertheless, INDEED has been applied also to well-known benchmarks in the area of ILP with highly competitive results. This paper presents experiments with tagging the Slovene version of the Multext-East corpus and two structure-activity relationship tasks from molecular biology: mutagenesis and carcinogenesis.
  • This paper presents INDEED, a new ILP system suitable for relational rule induction in domains with rich and possibly structured space of constant terms. These constants can be arbitrary terms, not only atoms. INDEED efficiently introduces the constants into a body of a clause and is capable of refining them with respect to a given background knowledge and user-defined specification. The primary application field for INDEED is morpho-syntactic tagging of highly inflectional (e.g. Slavic) languages. Nevertheless, INDEED has been applied also to well-known benchmarks in the area of ILP with highly competitive results. This paper presents experiments with tagging the Slovene version of the Multext-East corpus and two structure-activity relationship tasks from molecular biology: mutagenesis and carcinogenesis. (en)
  • This paper presents INDEED, a new ILP system suitable for relational rule induction in domains with rich and possibly structured space of constant terms. These constants can be arbitrary terms, not only atoms. INDEED efficiently introduces the constants into a body of a clause and is capable of refining them with respect to a given background knowledge and user-defined specification. The primary application field for INDEED is morpho-syntactic tagging of highly inflectional (e.g. Slavic) languages. Nevertheless, INDEED has been applied also to well-known benchmarks in the area of ILP with highly competitive results. This paper presents experiments with tagging the Slovene version of the Multext-East corpus and two structure-activity relationship tasks from molecular biology: mutagenesis and carcinogenesis. (cs)
Title
  • INDEED: a System for Relational Rule Induction in Domains with Rich Space of Constant Terms
  • INDEED: a System for Relational Rule Induction in Domains with Rich Space of Constant Terms (en)
  • INDEED: a System for Relational Rule Induction in Domains with Rich Space of Constant Terms (cs)
skos:prefLabel
  • INDEED: a System for Relational Rule Induction in Domains with Rich Space of Constant Terms
  • INDEED: a System for Relational Rule Induction in Domains with Rich Space of Constant Terms (en)
  • INDEED: a System for Relational Rule Induction in Domains with Rich Space of Constant Terms (cs)
skos:notation
  • RIV/00216224:14330/03:00008944!RIV08-MSM-14330___
http://linked.open.../vavai/riv/strany
  • 40-49
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • Z(MSM 143300003)
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
  • 610107
http://linked.open...ai/riv/idVysledku
  • RIV/00216224:14330/03:00008944
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • relational rule induction; morphological disambiguation (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [695C57C5BB28]
http://linked.open...v/mistoKonaniAkce
  • Szeged
http://linked.open...i/riv/mistoVydani
  • Szeged
http://linked.open...i/riv/nazevZdroje
  • Proceedings of the Work-in-Progress Track at the 13th International Conference on Inductive Logic Programming
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Nepil, Miloslav
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
http://linked.open...n/vavai/riv/zamer
number of pages
http://purl.org/ne...btex#hasPublisher
  • Department of Informatics, University of Szeged
http://localhost/t...ganizacniJednotka
  • 14330
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