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Description
  • Porovnán je nový, na neuronovém paradigmatu založený, algoritmus pro shlukovou analýzu (NBFA) s některými komerčně dostupnými.Experimentální výsledky ukázaly výhodnost použití neuronového algoritmu, kvůli jeho lepší škálovatelnosti, zejména v případě rozsáhlých datových souborů s velkou dimenzionalitou. (cs)
  • Compared is new neural network based clustering method with some comertionally available in statistical packages. The experimental results of the analysis of different data sets by the neural network method show that this method provides reasonable results compared with traditional attempts or their combination. The advantage of the neural method is its' less complicated usage and better scalability. We propose that they outperform traditional methods when applied to large data sets with high dimensionality.
  • Compared is new neural network based clustering method with some comertionally available in statistical packages. The experimental results of the analysis of different data sets by the neural network method show that this method provides reasonable results compared with traditional attempts or their combination. The advantage of the neural method is its' less complicated usage and better scalability. We propose that they outperform traditional methods when applied to large data sets with high dimensionality. (en)
Title
  • Overlapping Clustering of Binary Variables
  • Overlapping Clustering of Binary Variables (en)
  • Překrývající se shlukování binárních proměnných (cs)
skos:prefLabel
  • Overlapping Clustering of Binary Variables
  • Overlapping Clustering of Binary Variables (en)
  • Překrývající se shlukování binárních proměnných (cs)
skos:notation
  • RIV/67985807:_____/06:00079194!RIV07-AV0-67985807
http://linked.open.../vavai/riv/strany
  • 1;7
http://linked.open...avai/riv/aktivita
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  • P(1ET100300414), P(GA201/05/0079), Z(AV0Z10300504)
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  • 491258
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  • RIV/67985807:_____/06:00079194
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  • machine learning; knowledge extraction; overlapping clustering; clustering of variables; fuzzy cluster analysis; factor analysis; neural newtorks (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [0D60C477E900]
http://linked.open...v/mistoKonaniAkce
  • Anacapri
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  • Napoli
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  • Knowledge Extraction and Modelling
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http://linked.open...iv/tvurceVysledku
  • Frolov, A. A.
  • Húsek, Dušan
  • Řezanková, H.
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
  • TILAPIA Edizioni
https://schema.org/isbn
  • 88-89744-01-4
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