Time-Series Forecasting via Complex Fuzzy Logic

DOI10.1007/978-1-4614-3442-9_8zbMath1437.62356OpenAlexW334654498MaRDI QIDQ3299862

Omolbanin Yazdanbakhsh, Scott Dick

Publication date: 27 July 2020

Published in: Frontiers of Higher Order Fuzzy Sets (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-1-4614-3442-9_8

zbMATH Keywords

machine learningtime-series forecastingcomplex fuzzy logiccomplex fuzzy sets

Mathematics Subject Classification ID

Inference from stochastic processes and prediction (62M20) Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Inference from stochastic processes and fuzziness (62M86)

Related Items

Complex spherical fuzzy decision support system based on entropy measure and power operator ⋮ Complex Fuzzy Sets and Complex Fuzzy Logic an Overview of Theory and Applications ⋮ FANCFIS: fast adaptive neuro-complex fuzzy inference system ⋮ A systematic review of complex fuzzy sets and logic

Uses Software

• TISEAN
• ANFIS
• ANCFIS

Cites Work

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• Complex-valued neural networks
• Operation properties and \(\delta \)-equalities of complex fuzzy sets
• Intuitionistic fuzzy sets
• The concept of a linguistic variable and its application to approximate reasoning. I
• Function approximation with complex neuro-fuzzy system using complex fuzzy sets -- a new approach
• FCM-based model selection algorithms for determining the number of clusters
• Complex Atanassov's intuitionistic fuzzy relation
• Fuzzy class theory
• Practical implementation of nonlinear time series methods: The <scp>TISEAN</scp> package
• A new interpretation of complex membership grade
• Linguistic variable, hedges and several distances on complex fuzzy sets
• The Theory and Applications of Generalized Complex Fuzzy Propositional Logic
• Intelligent financial time series forecasting: A complex neuro-fuzzy approach with multi-swarm intelligence