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A simulation study of artificial neural networks for nonlinear time-series forecasting · Study

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ArticleA simulation study of artificial neural networks for nonlinear time-series forecasting

G.Peter Zhang2001

Article2001

A simulation study of artificial neural networks for nonlinear time-series forecasting

G.Peter Zhang · B. Eddy Patuwo · Michael Y. Hu

336 citations·0/0 files stored·Computers & Operations Research

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Forecasting Techniques and Applications Neural Networks and Applications Time Series Analysis and Forecasting

Abstract

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Citations in this library

Stored only when both papers are in the corpus — 336 citations exist upstream.

References

1982Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation 1977Time Series Analysis: Forecasting and Control 1998Forecasting with artificial neural networks:2009Time series analysis forecasting and control 1993Forecasting methods and applications 1982The accuracy of extrapolation (time series) methods: Results of a forecasting competition 1992Error measures for generalizing about forecasting methods: Empirical comparisons 1996Designing a neural network for forecasting financial and economic time series

Cited by

2014Neural network ensemble operators for time series forecasting 2004A novel nonlinear ensemble forecasting model incorporating GLAR and ANN for foreign exchange rates 2003A comparative study of linear and nonlinear models for aggregate retail sales forecasting 2008Comparison of direct and iterative artificial neural network forecast approaches in multi-periodic time series forecasting 2020AI in Healthcare: Time-Series Forecasting Using Statistical, Neural, and Ensemble Architectures 2007A neural network ensemble method with jittered training data for time series forecasting 2015Evolutionary Neural Network model for West Texas Intermediate crude oil price prediction 2017Forecasting of nonlinear time series using ANN

Details

Year2001

Typearticle

Published2001-04-01

VenueComputers & Operations Research

ISSN-L0305-0548

Languageen

Citations336

Files0 public / 0

ShelfForecasting Techniques and Applications

Identifiers

doi10.1016/s0305-0548(99)00123-9

openalex_workW2108537597

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