Forecasting Trend of a Group of Time Series Using F-Transform and Fuzzy Natural Logic

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61988987%3A17610%2F15%3AA1601BYA" target="_blank" >RIV/61988987:17610/15:A1601BYA - isvavai.cz</a>

Result on the web

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DOI - Digital Object Identifier

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Result language

angličtina

Original language name

Forecasting Trend of a Group of Time Series Using F-Transform and Fuzzy Natural Logic

Original language description

We present an idea to group time series according to similarity of their local trends and to predict future trend of all of them on the basis of forecast of only one representative. First, we assign to each time series an adjoint one that consists of a sequence of F1-transform components. Then we group them according to their similarity. The we select on principal time series, forecast its future course and then forecast trends of the other time series from the same group. The latter is realized using special methods of fuzzy natural logic.

Czech name

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Czech description

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Type

J_x - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)

CEP classification

BA - General mathematics

OECD FORD branch

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Project

<a href="/en/project/LH12229" target="_blank" >LH12229: Research and development of methods and tools for intelligent analysis of time series for tasks of strategic planning</a><br>

Continuities

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year

2015

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Name of the periodical

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ISSN

1875-6891

e-ISSN

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Volume of the periodical

8

Issue of the periodical within the volume

1

Country of publishing house

NL - THE KINGDOM OF THE NETHERLANDS

Number of pages

14

Pages from-to

15-28

UT code for WoS article

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EID of the result in the Scopus database

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