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Description
  • The column subset selection problem is a well-known hard optimization problem of selecting an optimal subset of k columns from the matrix Amxn, k< n, so that the cost function is minimized. The problem is of practical importance for data mining and processing since it can be used for unsupervised feature selection, dimension reduction, and many other applications. This work proposes a new genetic algorithm for the column subset selection problem and evaluates it in a series of computational experiments.
  • The column subset selection problem is a well-known hard optimization problem of selecting an optimal subset of k columns from the matrix Amxn, k< n, so that the cost function is minimized. The problem is of practical importance for data mining and processing since it can be used for unsupervised feature selection, dimension reduction, and many other applications. This work proposes a new genetic algorithm for the column subset selection problem and evaluates it in a series of computational experiments. (en)
Title
  • Genetic algorithm for the column subset selection problem
  • Genetic algorithm for the column subset selection problem (en)
skos:prefLabel
  • Genetic algorithm for the column subset selection problem
  • Genetic algorithm for the column subset selection problem (en)
skos:notation
  • RIV/61989100:27740/14:86092654!RIV15-MSM-27740___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(ED1.1.00/02.0070), P(EE.2.3.20.0073), S
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
  • 18086
http://linked.open...ai/riv/idVysledku
  • RIV/61989100:27740/14:86092654
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • experiments; column subset selection problem; genetic algorithm (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [CDA9F70641DD]
http://linked.open...v/mistoKonaniAkce
  • Birmingham
http://linked.open...i/riv/mistoVydani
  • New York
http://linked.open...i/riv/nazevZdroje
  • Proceedings - 2014 8th International Conference on Complex, Intelligent and Software Intensive Systems, CISIS 2014
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
  • Krömer, Pavel
  • Platoš, Jan
  • Snášel, Václav
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
number of pages
http://bibframe.org/vocab/doi
  • 10.1109/CISIS.2014.3
http://purl.org/ne...btex#hasPublisher
  • Institute of Electrical and Electronics Engineers
https://schema.org/isbn
  • 978-1-4799-4325-8
http://localhost/t...ganizacniJednotka
  • 27740
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