The Use of Higher-Order F-transform in Time Series Analysis
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61988987%3A17610%2F11%3AA120122X" target="_blank" >RIV/61988987:17610/11:A120122X - isvavai.cz</a>
Result on the web
—
DOI - Digital Object Identifier
—
Alternative languages
Result language
angličtina
Original language name
The Use of Higher-Order F-transform in Time Series Analysis
Original language description
In this paper, higher-order fuzzy transform is presented and its application in the analysis and forecasting of time series is demonstrated. The use of F$^m$-transform in the time series analysis is motivated by its better approximation properties and smoother results. In our case, we applied $F^1$-transform for estimation of smoother trend-cycle and its slope. By combining the latter and tools based on the formal theory of evaluative linguistic expressions, we are able to generate automatically linguistic evaluation of the trend of time series in various time slots.
Czech name
—
Czech description
—
Classification
Type
D - Article in proceedings
CEP classification
BA - General mathematics
OECD FORD branch
—
Result continuities
Project
<a href="/en/project/1M0572" target="_blank" >1M0572: Data, algorithms, decision making</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>Z - Vyzkumny zamer (s odkazem do CEZ)
Others
Publication year
2011
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Proceedings of 2011 IFSA World Vongress - AFSS INternational Conference
ISBN
978-602-99359-0-5
ISSN
—
e-ISSN
—
Number of pages
6
Pages from-to
2211-2216
Publisher name
—
Place of publication
—
Event location
Surabya
Event date
Jun 21, 2011
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
—