Design of Type-3 Fuzzy Systems and Ensemble Neural Networks for COVID-19 Time Series Prediction Using a Firefly Algorithm

In this work, information on COVID-19 confirmed cases is utilized as a dataset to perform time series predictions. We propose the design of ensemble neural networks (ENNs) and type-3 fuzzy inference systems (FISs) for predicting COVID-19 data. The answers for each ENN module are combined using weigh...

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Bibliographic Details
Main Authors: Patricia Melin, Daniela Sánchez, Juan R. Castro, Oscar Castillo
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Axioms
Subjects:
Online Access:https://www.mdpi.com/2075-1680/11/8/410