Time series forecasting using fuzzy cognitive maps: a survey

Among various soft computing approaches for time series forecasting, fuzzy cognitive maps (FCMs) have shown remarkable results as a tool to model and analyze the dynamics of complex systems. FCMs have similarities to recurrent neural networks and can be classified as a neuro-fuzzy method. In other w...

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Veröffentlicht in:	The Artificial intelligence review 2023-08, Vol.56 (8), p.7733-7794
Hauptverfasser:	Orang, Omid, de Lima e Silva, Petrônio Cândido, Guimarães, Frederico Gadelha
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Artificial Intelligence Cognitive maps Cognitive models Complex systems Computer Science Data mining Dynamic characteristics Expert systems Forecasting Forecasts and trends Fuzzy logic Learning strategies Machine learning Mathematical models Neural networks Recurrent neural networks Soft computing Time series
Online-Zugang:	Volltext
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