About: Binary Factor Analysis with Genetic Algorithms     Goto   Sponge   NotDistinct   Permalink

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

AttributesValues
rdf:type
Description
  • Binary factor analysis (BFA) is a nonhierarchical binary data analysis, based on reduction of binary space dimension. It allows us to find hidden relationships in binary data, which can be used for efficient data compression, data mining, or intelligent data comparison for information retrieval. It seems that genetic algorithm (GA) may be used to find the solution. This paper describes two GA variants usable for BFA. The better one is described in detail, and results of some experiments are shown, comparing it with other known BFA methods. The experiments reveal that the new method based on revised genetic algorithm performs very well.
  • Binary factor analysis (BFA) is a nonhierarchical binary data analysis, based on reduction of binary space dimension. It allows us to find hidden relationships in binary data, which can be used for efficient data compression, data mining, or intelligent data comparison for information retrieval. It seems that genetic algorithm (GA) may be used to find the solution. This paper describes two GA variants usable for BFA. The better one is described in detail, and results of some experiments are shown, comparing it with other known BFA methods. The experiments reveal that the new method based on revised genetic algorithm performs very well. (en)
Title
  • Binary Factor Analysis with Genetic Algorithms
  • Binary Factor Analysis with Genetic Algorithms (en)
skos:prefLabel
  • Binary Factor Analysis with Genetic Algorithms
  • Binary Factor Analysis with Genetic Algorithms (en)
skos:notation
  • RIV/61989592:15310/05:00009866!RIV10-MSM-15310___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • Z(MSM6198959214)
http://linked.open...iv/cisloPeriodika
  • 29
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
  • 513792
http://linked.open...ai/riv/idVysledku
  • RIV/61989592:15310/05:00009866
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • factor analysis; binary data analysis; genetic algorithm; data mining (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...odStatuVydavatele
  • DE - Spolková republika Německo
http://linked.open...ontrolniKodProRIV
  • [599D3BDC59BA]
http://linked.open...i/riv/nazevZdroje
  • Advances in Soft Computing
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...UplatneniVysledku
http://linked.open...v/svazekPeriodika
  • 29
http://linked.open...iv/tvurceVysledku
  • Snášel, Václav
  • Keprt, Aleš
http://linked.open...n/vavai/riv/zamer
issn
  • 1615-3871
number of pages
http://localhost/t...ganizacniJednotka
  • 15310
Faceted Search & Find service v1.16.118 as of Jun 21 2024


Alternative Linked Data Documents: ODE     Content Formats:   [cxml] [csv]     RDF   [text] [turtle] [ld+json] [rdf+json] [rdf+xml]     ODATA   [atom+xml] [odata+json]     Microdata   [microdata+json] [html]    About   
This material is Open Knowledge   W3C Semantic Web Technology [RDF Data] Valid XHTML + RDFa
OpenLink Virtuoso version 07.20.3240 as of Jun 21 2024, on Linux (x86_64-pc-linux-gnu), Single-Server Edition (126 GB total memory, 58 GB memory in use)
Data on this page belongs to its respective rights holders.
Virtuoso Faceted Browser Copyright © 2009-2024 OpenLink Software