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Description
| - Based on the works [11, 22: 27] a fuzzy time series model is proposed and applied to predict chaotic financial process. The general methodological framework of classical and fuzzy modelling of economic time series is considered. A complete fuzzy time series modelling approach is proposed which includes: determining and developing of fuzzy time series models, developing and calculating of fuzzy relations among the observations, calculating and interpreting the outputs. To generate fuzzy rules from data, the neural network with SCL-based product-space clustering is used.
- Based on the works [11, 22: 27] a fuzzy time series model is proposed and applied to predict chaotic financial process. The general methodological framework of classical and fuzzy modelling of economic time series is considered. A complete fuzzy time series modelling approach is proposed which includes: determining and developing of fuzzy time series models, developing and calculating of fuzzy relations among the observations, calculating and interpreting the outputs. To generate fuzzy rules from data, the neural network with SCL-based product-space clustering is used. (en)
- V příspěvku je navržen model fuzzy časové řady pro predikci chaotických finančních procesů. Poskytuje celkový pracovní rámec klasického fuzzy modelování ekonomických časových řad, který obsahuje: určování a vývoj fuzzy modelu časové řady, vývoj a výpočet fuzzy relací mezi pozorováním časové řady, výpočet výstupů a jejích interpretace. Pro vyhledávaní fuzzy pravidel je použita metoda vyhledávaní shluků pomocí SCL (Supervised, Competitive Learning) učení. (cs)
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Title
| - Určování fuzzy relací ekonomických časových řad neuronovými sítěmi (cs)
- Determination of fuzzy relations for economic fuzzy time series models by neural networks
- Determination of fuzzy relations for economic fuzzy time series models by neural networks (en)
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skos:prefLabel
| - Určování fuzzy relací ekonomických časových řad neuronovými sítěmi (cs)
- Determination of fuzzy relations for economic fuzzy time series models by neural networks
- Determination of fuzzy relations for economic fuzzy time series models by neural networks (en)
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skos:notation
| - RIV/47813059:19240/03:#0001860!RIV09-MSM-19240___
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http://linked.open...avai/riv/aktivita
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http://linked.open...avai/riv/aktivity
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http://linked.open...iv/cisloPeriodika
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http://linked.open...vai/riv/dodaniDat
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http://linked.open...aciTvurceVysledku
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http://linked.open.../riv/druhVysledku
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http://linked.open...iv/duvernostUdaju
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http://linked.open...titaPredkladatele
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http://linked.open...dnocenehoVysledku
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http://linked.open...ai/riv/idVysledku
| - RIV/47813059:19240/03:#0001860
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http://linked.open...riv/jazykVysledku
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http://linked.open.../riv/klicovaSlova
| - fuzzy relation; neural network (en)
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http://linked.open.../riv/klicoveSlovo
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http://linked.open...odStatuVydavatele
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http://linked.open...ontrolniKodProRIV
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http://linked.open...i/riv/nazevZdroje
| - COMPUTING AND INFORMATICS
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http://linked.open...in/vavai/riv/obor
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http://linked.open...ichTvurcuVysledku
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http://linked.open...cetTvurcuVysledku
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http://linked.open...UplatneniVysledku
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http://linked.open...v/svazekPeriodika
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http://linked.open...iv/tvurceVysledku
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issn
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number of pages
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http://localhost/t...ganizacniJednotka
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