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Description
  • The work is aimed to research of predicting abilities of artificial neural networks. The characteristic samples of artificial neural network types were selected to be compared in numerous simulations, while influences of key parameters are studied. The tested artificial networks are as follows: multilayered feed-forward neural network, recurrent Elman neural network, adaptive linear network and radial basis function neural network.
  • The work is aimed to research of predicting abilities of artificial neural networks. The characteristic samples of artificial neural network types were selected to be compared in numerous simulations, while influences of key parameters are studied. The tested artificial networks are as follows: multilayered feed-forward neural network, recurrent Elman neural network, adaptive linear network and radial basis function neural network. (en)
Title
  • Artificial neural networks in artificial time series prediction benchmark
  • Artificial neural networks in artificial time series prediction benchmark (en)
skos:prefLabel
  • Artificial neural networks in artificial time series prediction benchmark
  • Artificial neural networks in artificial time series prediction benchmark (en)
skos:notation
  • RIV/70883521:28110/11:43865533!RIV12-MSM-28110___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • Z(MSM7088352102)
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
  • 187141
http://linked.open...ai/riv/idVysledku
  • RIV/70883521:28110/11:43865533
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • Time series; Prediction; Benchmark; Artificial neural network (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...odStatuVydavatele
  • GB - Spojené království Velké Británie a Severního Irska
http://linked.open...ontrolniKodProRIV
  • [7E03DEDA9B67]
http://linked.open...i/riv/nazevZdroje
  • International Journal of Mathematical Models and Methods in Applied Science
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...UplatneniVysledku
http://linked.open...v/svazekPeriodika
  • 5
http://linked.open...iv/tvurceVysledku
  • Maňas, David
  • Sámek, David
http://linked.open...n/vavai/riv/zamer
issn
  • 1998-0140
number of pages
http://localhost/t...ganizacniJednotka
  • 28110
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