Suppression of High Frequencies in Time Series Using Fuzzy Transform of Higher Degree

DOI10.1007/978-3-319-40581-0_57zbMath1460.62146OpenAlexW2503027620MaRDI QIDQ5117240

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Publication date: 20 August 2020

Published in: Information Processing and Management of Uncertainty in Knowledge-Based Systems (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-319-40581-0_57

zbMATH Keywords

time seriesseasonal componentfuzzy transformhigh frequency

Mathematics Subject Classification ID

Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Inference from stochastic processes and fuzziness (62M86)

Related Items (6)

Multivariate fuzzy transform of complex-valued functions determined by monomial basis ⋮ Time Series: How Unusual Local Behavior Can Be Recognized Using Fuzzy Modeling Methods ⋮ A non-parametric model for fuzzy forecasting time series data ⋮ Designing fuzzy time series forecasting models: a survey ⋮ Polynomial alias higher degree fuzzy transform of complex-valued functions ⋮ Forecasting seasonal time series based on fuzzy techniques

Cites Work

• Towards a higher degree \(F\)-transform
• Necessary and sufficient conditions for generalized uniform fuzzy partitions
• Filtering out high frequencies in time series using F-transform
• Fuzzy transforms: theory and applications
• Analysis of seasonal time series using fuzzy approach

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