A New Fuzzy Time Series Model Based on Fuzzy C-Regression Model

This study proposes a new fuzzy time series model based on Fuzzy C-Regression Model clustering algorithm (FCRMF). There are two major superiorities of FCRMF in comparison with existing fuzzy time series model based on fuzzy clustering. The first one is that FCRMF partitions data set by taking into a...

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Vydáno v:	International journal of fuzzy systems Ročník 20; číslo 6; s. 1872 - 1887
Hlavní autor:	Güler Dincer, Nevin
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Berlin/Heidelberg Springer Berlin Heidelberg 01.08.2018 Springer Nature B.V
Témata:	Algorithms Artificial Intelligence Clustering Computational Intelligence Data points Engineering Forecasting Fuzzy sets Goodness of fit Management Science Methods Operations Research Performance evaluation Production methods Regression models Statistical analysis Time series Universe Fuzzy time series Fuzzy clustering Fuzzy C-Regression Model Forecasting Time series
ISSN:	1562-2479, 2199-3211
On-line přístup:	Získat plný text
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