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  • At first, we discuss the basic structure of the fuzzy system as a simple yet powerful fuzzy modeling technique. Neural networks and fuzzy logic models are based on very similar underlying mathematics. The similarity between RBF networks and fuzzy models is noted in detail. Then, we propose the extension of RBF neural networks by the cloud model. Time series approximation and prediction by applying RBF neural networks or fuzzy models and comparisons between the various types of RBF networks and statistical models are discussed
  • At first, we discuss the basic structure of the fuzzy system as a simple yet powerful fuzzy modeling technique. Neural networks and fuzzy logic models are based on very similar underlying mathematics. The similarity between RBF networks and fuzzy models is noted in detail. Then, we propose the extension of RBF neural networks by the cloud model. Time series approximation and prediction by applying RBF neural networks or fuzzy models and comparisons between the various types of RBF networks and statistical models are discussed (en)
Title
  • COMPARISON OF THE FORECASTING ABILITY OF VARIOUS RBF NNW MODELS WITH STATISTICAL MODELS
  • COMPARISON OF THE FORECASTING ABILITY OF VARIOUS RBF NNW MODELS WITH STATISTICAL MODELS (en)
skos:prefLabel
  • COMPARISON OF THE FORECASTING ABILITY OF VARIOUS RBF NNW MODELS WITH STATISTICAL MODELS
  • COMPARISON OF THE FORECASTING ABILITY OF VARIOUS RBF NNW MODELS WITH STATISTICAL MODELS (en)
skos:notation
  • RIV/63468352:_____/10:#0000018!RIV13-MSM-63468352
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • N
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
  • 251543
http://linked.open...ai/riv/idVysledku
  • RIV/63468352:_____/10:#0000018
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • Probabilistic time-series models, fuzzy system, classic and soft RBF network, cloud models, granular computing. (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [4CC83D00EB4F]
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  • Hodonín
http://linked.open...i/riv/mistoVydani
  • Kunovice
http://linked.open...i/riv/nazevZdroje
  • EIGHTH INTERNATIONAL CONFERENCE ON SOFT COMPUTING APPLIED IN COMPUTER AND ECONOMIC ENVIRONMENTS
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Marček, Dušan
  • Matušík, Petr
  • Marček, M.
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
number of pages
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  • Evropský polytechnický institut, s.r.o.
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  • 978-80-7314-201-8
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