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Hybridization of autoregressive integrated moving average (ARIMA) with probabilistic neural networks (PNNs)

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References

1977Time Series Analysis: Forecasting and Control19,200 cited
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1983Empirical exchange rate models of the seventies4,115 cited
1969The Combination of Forecasts3,194 cited
2004A hybrid ARIMA and support vector machines model in stock price forecasting1,000 cited
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2009An artificial neural network (p,d,q) model for timeseries forecasting785 cited
2002Combining neural network model with seasonal time series ARIMA model345 cited
2008Improvement of Auto-Regressive Integrated Moving Average models using Fuzzy logic and Artificial Neural Networks (ANNs)299 cited
2004A novel nonlinear ensemble forecasting model incorporating GLAR and ANN for foreign exchange rates259 cited
2006A hybrid SARIMA and support vector machines in forecasting the production values of the machinery industry in Taiwan208 cited
2007A new hybrid artificial neural networks and fuzzy regression model for time series forecasting207 cited
2010A hybrid SARIMA wavelet transform method for sales forecasting156 cited
2005A hybrid model for exchange rate prediction155 cited

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2001Insights into neural-network forecasting of time series corresponding to ARMA(p,q) structures123 cited

1968Combining Three Estimates of Gross Domestic Product122 cited

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