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Neural networks: Forecasting breakthrough or passing fad?

4 references·11 citing·46 second hop

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References

1986Forecasting Economic Time Series714 cited
1992Forecasting stock market prices: Lessons for forecasters153 cited
1993Currency exchange rate prediction and neural network design strategies135 cited
1993The principles and practice of time series forecasting and business modelling using neural nets113 cited

Cited by

2006Forecasting with cue information: A comparison of multiple regression with alternative forecasting approaches105 cited
1995An empirical comparison of neural network and logistic regression models103 cited
2001A simple neural network for ARMA(p,q) time series66 cited
200525 Years of Iif Time Series Forecasting: A Selective Review61 cited
2004The accuracy of a procedural approach to specifying feedforward neural networks for forecasting55 cited
2000Using change-point detection to support artificial neural networks for interest rates forecasting49 cited
2005Shelf space assigned to store and national brands45 cited
2008Testing Forecast Accuracy of Foreign Exchange Rates: Predictions from Feed Forward and Various Recurrent Neural Network Architectures45 cited
2010Disaggregation & aggregation of time series components: A hybrid forecasting approach using generalized regression neural networks and the theta method42 cited
1997

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Modelling market volatilities: the neural network perspective

41 cited

1998Using neural networks to identify competitive market structures from aggregate market response data22 cited