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Description
  • This paper continues development of the innovative method of time series analysis and forecasting using special soft-computing techniques: fuzzy transform and Fuzzy Natural Logic. We will demonstrate that the F-transform is a proper technique for extraction of the trend-cycle of time series. Furthermore, we will elaborate in more detail automatic generation of linguistic evaluation of its behavior in changing time slots. Thanks to the first-degree F-transform (F$^1$-transform), this works even if the graph of the time series visually does not suggest a clear tendency.
  • This paper continues development of the innovative method of time series analysis and forecasting using special soft-computing techniques: fuzzy transform and Fuzzy Natural Logic. We will demonstrate that the F-transform is a proper technique for extraction of the trend-cycle of time series. Furthermore, we will elaborate in more detail automatic generation of linguistic evaluation of its behavior in changing time slots. Thanks to the first-degree F-transform (F$^1$-transform), this works even if the graph of the time series visually does not suggest a clear tendency. (en)
Title
  • F-transform and Fuzzy Natural logic in Time Series Analysis
  • F-transform and Fuzzy Natural logic in Time Series Analysis (en)
skos:prefLabel
  • F-transform and Fuzzy Natural logic in Time Series Analysis
  • F-transform and Fuzzy Natural logic in Time Series Analysis (en)
skos:notation
  • RIV/61988987:17610/13:A14017T6!RIV14-MSM-17610___
http://linked.open...avai/predkladatel
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(ED1.1.00/02.0070), P(LH12229)
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
  • 75831
http://linked.open...ai/riv/idVysledku
  • RIV/61988987:17610/13:A14017T6
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • Fuzzy transform; F-transform; evaluative linguistic expressions; fuzzy natural logic (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [6349CECB1EE7]
http://linked.open...v/mistoKonaniAkce
  • Milano
http://linked.open...i/riv/nazevZdroje
  • Proceedings of the 8th conference of the European Society for Fuzzy Logic and Technology (EUSFLAT)
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
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http://linked.open...vavai/riv/projekt
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http://linked.open...iv/tvurceVysledku
  • Pavliska, Viktor
  • Perfiljeva, Irina
  • Štěpnička, Martin
  • Novák, Vilém
http://linked.open...vavai/riv/typAkce
http://linked.open...ain/vavai/riv/wos
  • 000327668700006
http://linked.open.../riv/zahajeniAkce
number of pages
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  • Atlantis Press
https://schema.org/isbn
  • 9789078677789
http://localhost/t...ganizacniJednotka
  • 17610
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