About: Time Series Trend Extraction and Its Linguistic Evaluation Using F-Transform and Fuzzy Natural Logic

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An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
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	Time Series Trend Extraction and Its Linguistic Evaluation Using F-Transform and Fuzzy Natural Logic Time Series Trend Extraction and Its Linguistic Evaluation Using F-Transform and Fuzzy Natural Logic (en)
skos:prefLabel	Time Series Trend Extraction and Its Linguistic Evaluation Using F-Transform and Fuzzy Natural Logic Time Series Trend Extraction and Its Linguistic Evaluation Using F-Transform and Fuzzy Natural Logic (en)
skos:notation	RIV/61988987:17610/14:A1501B9M!RIV15-MSM-17610___
http://linked.open...avai/riv/aktivita	P
http://linked.open...avai/riv/aktivity	P(ED1.1.00/02.0070), P(LH12229)
http://linked.open...vai/riv/dodaniDat	2015
http://linked.open...aciTvurceVysledku	Novák, Vilém Pavliska, Viktor Vavříčková, Lenka Štěpnička, Martin
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Ostravská univerzita v Ostravě / Centrum excelence IT4Innovations, divize OU, Ústav pro výzkum a aplikace fuzzy modelování
http://linked.open...dnocenehoVysledku	50565
http://linked.open...ai/riv/idVysledku	RIV/61988987:17610/14:A1501B9M
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Fuzzy transform; F-transform; evaluative linguistic expressions; fuzzy natural logic (en)
http://linked.open.../riv/klicoveSlovo	evaluative linguistic expressions Fuzzy transform F-transform fuzzy natural logic
http://linked.open...ontrolniKodProRIV	[17A44DB84285]
http://linked.open...v/mistoKonaniAkce	Baku
http://linked.open...i/riv/mistoVydani	Switzerland
http://linked.open...i/riv/nazevZdroje	Recent Developments and New Directions in Soft Computing (Studies in Fuzziness and Soft Computing 317)
http://linked.open...in/vavai/riv/obor	BA
http://linked.open...ichTvurcuVysledku	4 (xsd:int)
http://linked.open...cetTvurcuVysledku	4 (xsd:int)
http://linked.open...vavai/riv/projekt	Research and development of methods and tools for intelligent analysis of time series for tasks of strategic planning IT4Innovations Centre of Excellence
http://linked.open...UplatneniVysledku	2014
http://linked.open...iv/tvurceVysledku	Pavliska, Viktor Štěpnička, Martin Novák, Vilém Štěpničková, Lenka
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2012-01-01 (xsd:date)
number of pages	14 (xsd:int)
http://purl.org/ne...btex#hasPublisher	Springer-Verlag
https://schema.org/isbn	978-3-319-06322-5
http://localhost/t...ganizacniJednotka	17610

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