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Description
  • The GMDH MIA is modified by use of the selection procedure from genetic algorithms while including cloning of the best neurons generated. The selection procedure finds parents for a new neuron among already existing neurons according to the fitness and also with some probability from the network inputs. The essence of cloning is slight modifying the parameters of the copies of the best neuron. The genetically modified GMDH network with cloning (GMC GMDH) can outperform other powerful methods. It is demonstrated on some tasks from the UCI MLR.
  • The GMDH MIA is modified by use of the selection procedure from genetic algorithms while including cloning of the best neurons generated. The selection procedure finds parents for a new neuron among already existing neurons according to the fitness and also with some probability from the network inputs. The essence of cloning is slight modifying the parameters of the copies of the best neuron. The genetically modified GMDH network with cloning (GMC GMDH) can outperform other powerful methods. It is demonstrated on some tasks from the UCI MLR. (en)
Title
  • Genetic Selection Algorithm and Cloning for Data Mining with GMDH Method
  • Genetic Selection Algorithm and Cloning for Data Mining with GMDH Method (en)
skos:prefLabel
  • Genetic Selection Algorithm and Cloning for Data Mining with GMDH Method
  • Genetic Selection Algorithm and Cloning for Data Mining with GMDH Method (en)
skos:notation
  • RIV/67985807:_____/09:00342905!RIV11-MSM-67985807
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(1M0567), Z(AV0Z10300504), Z(MSM6840770012)
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
  • 316162
http://linked.open...ai/riv/idVysledku
  • RIV/67985807:_____/09:00342905
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • GMDH method; genetic selection; cloning; classifier (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [081B2D81676B]
http://linked.open...i/riv/mistoVydani
  • Berlin
http://linked.open...vEdiceCisloSvazku
  • Studies in Computational Intelligence, 205
http://linked.open...i/riv/nazevZdroje
  • Foundations of Computational Intelligence
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...v/pocetStranKnihy
http://linked.open...cetTvurcuVysledku
http://linked.open...vavai/riv/projekt
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Jiřina jr., M.
  • Jiřina, Marcel
http://linked.open...n/vavai/riv/zamer
number of pages
http://purl.org/ne...btex#hasPublisher
  • Springer-Verlag
https://schema.org/isbn
  • 978-3-642-01535-9
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