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Description
  • Matrix factorization or factor analysis is an important task helpful in the analysis of high dimensional real world data. There are several well known methods and algorithms for factorization of real data but many application areas including information retrieval, pattern recognition and data mining require processing of binary rather than real data. Unfortunately, the methods used for real matrix factorization fail in the latter case. In this paper we introduce background and initial version of Genetic Algorithm for binary matrix factorization.
  • Matrix factorization or factor analysis is an important task helpful in the analysis of high dimensional real world data. There are several well known methods and algorithms for factorization of real data but many application areas including information retrieval, pattern recognition and data mining require processing of binary rather than real data. Unfortunately, the methods used for real matrix factorization fail in the latter case. In this paper we introduce background and initial version of Genetic Algorithm for binary matrix factorization. (en)
Title
  • On the road to genetic Boolean matrix factorization
  • On the road to genetic Boolean matrix factorization (en)
skos:prefLabel
  • On the road to genetic Boolean matrix factorization
  • On the road to genetic Boolean matrix factorization (en)
skos:notation
  • RIV/61989100:27240/07:00021219!RIV11-GA0-27240___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(GA201/05/0079), Z(AV0Z10300504)
http://linked.open...iv/cisloPeriodika
  • 6
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
  • 439428
http://linked.open...ai/riv/idVysledku
  • RIV/61989100:27240/07:00021219
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • feature extraction; machine learning; binary data; Boolean factorization; genetics algorithms; data mining (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...odStatuVydavatele
  • CZ - Česká republika
http://linked.open...ontrolniKodProRIV
  • [080751036260]
http://linked.open...i/riv/nazevZdroje
  • NEURAL NETWORK WORLD
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...v/svazekPeriodika
  • 2007
http://linked.open...iv/tvurceVysledku
  • Húsek, Dušan
  • Krömer, Pavel
  • Platoš, Jan
  • Snášel, Václav
  • Frolov, Alexander
http://linked.open...ain/vavai/riv/wos
  • 000253142500011
http://linked.open...n/vavai/riv/zamer
issn
  • 1210-0552
number of pages
http://localhost/t...ganizacniJednotka
  • 27240
is http://linked.open...avai/riv/vysledek of
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