A Literature Review on Some Trends in Artificial Neural Networks for Modeling and Simulation with Time Series

A Literature Review on Some Trends in Artificial Neural Networks for Modeling and Simulation with Time Series

This paper reviews the application of artificial neural network (ANN) models to time series prediction tasks. We begin by briefly introducing some basic concepts and terms related to time series analysis, and by outlining some of the most popular ANN architectures considered in the literature for ti...

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Bibliographic Details
Main Authors: Angel E. Muñoz-Zavala, Jorge E. Macías-Díaz, Daniel Alba-Cuéllar, José A. Guerrero-Díaz-de-León
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:Algorithms
Subjects:
time series forecasting
artificial neural network architectures
machine learning
dynamical systems
time series statistical modeling techniques
Online Access:https://www.mdpi.com/1999-4893/17/2/76

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