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An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

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Description
  • Prezentujeme dvě nové metody pro kategorizaci dokumentů za použití fragmentů. Uvádíme výsledky experimentů binární klasifikace anglických, francouzských a českých dokumentů. Obě metody poskytují zlepšení přesnosti, přičemž pro naivní bayesovský klasifikátor je zlepšení statisticky významné. (cs)
  • We introduce two novel methods of text categorization in which documents are split into fragments. We conducted experiments on English, French and Czech. In all cases, the problems referred to a binary document classification. We find that both methods increase the accuracy of text categorization. For the Naive Bayes classifier this increase is significant.
  • We introduce two novel methods of text categorization in which documents are split into fragments. We conducted experiments on English, French and Czech. In all cases, the problems referred to a binary document classification. We find that both methods increase the accuracy of text categorization. For the Naive Bayes classifier this increase is significant. (en)
Title
  • Fragments and Text Categorization
  • Fragments and Text Categorization (en)
  • Fragmenty a kategorizace textů (cs)
skos:prefLabel
  • Fragments and Text Categorization
  • Fragments and Text Categorization (en)
  • Fragmenty a kategorizace textů (cs)
skos:notation
  • RIV/00216224:14330/04:00010203!RIV08-MSM-14330___
http://linked.open.../vavai/riv/strany
  • 226-229
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
  • 564827
http://linked.open...ai/riv/idVysledku
  • RIV/00216224:14330/04:00010203
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • text classification; fragments (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [ABC4E3A50BB0]
http://linked.open...v/mistoKonaniAkce
  • Barcelona, Spain
http://linked.open...i/riv/mistoVydani
  • Barcelona (Spain)
http://linked.open...i/riv/nazevZdroje
  • The Companion Volume to the Proceedings of 42st Annual Meeting of the Association for Computational Linguistics
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Popelínský, Lubomír
  • Mráková, Eva
  • Blaťák, Jan
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
  • Association for Computational Linguistics
https://schema.org/isbn
  • 1-932432-33-7
http://localhost/t...ganizacniJednotka
  • 14330
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