Interval Type-3 Fuzzy Aggregation of Neural Networks for Multiple Time Series Prediction: The Case of Financial Forecasting

In this work, we present an approach for fuzzy aggregation of neural networks for forecasting. The interval type-3 aggregator is used to combine the outputs of the networks to improve the quality of the prediction. This is carried out in such a way that the final output is better than the outputs of...

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Bibliographic Details
Main Authors: Oscar Castillo, Juan R. Castro, Patricia Melin
Format: Article
Language:English
Published: MDPI AG 2022-05-01
Series:Axioms
Subjects:
Online Access:https://www.mdpi.com/2075-1680/11/6/251