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A novel hybridization of artificial neural networks and ARIMA models for time series forecasting

Applied Soft Computing · 2010 · Vol. 11(2) · pp. 2664–2675

Mehdi Khashei✉(Isfahan University of Technology)Mehdi Bijari(Isfahan University of Technology)

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Stock Market Forecasting Methods Forecasting Techniques and Applications Neural Networks and ApplicationsAutoregressive integrated moving averageArtificial neural networkComputer scienceTime seriesAutoregressive modelNonlinear autoregressive exogenous modelArtificial intelligenceMachine learningSeries (stratigraphy)Nonlinear system

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804

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Hybrid neural network models for hydrologic time series forecasting

Applied Soft Computing · 2006 · 460 citations

Time series forecasting using a hybrid ARIMA and neural network model

Neurocomputing · 2003 · 4,235 citations

Multilayer feedforward networks are universal approximators

Neural Networks · 1989 · 20,841 citations

Forecasting the behavior of multivariate time series using neural networks

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Time Series Analysis: Forecasting and Control

Journal of Marketing Research · 1977 · 19,299 citations

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