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Neural network forecasting for seasonal and trend time series

European Journal of Operational Research · 2003 · Vol. 160(2) · pp. 501–514

G.Peter Zhang✉(Georgia State University)Min Qi(Kent State University)

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Stock Market Forecasting Methods Forecasting Techniques and Applications Energy Load and Power ForecastingArtificial neural networkTime seriesSeasonalityComputer scienceData pre-processingAutoregressive modelSeries (stratigraphy)Autoregressive integrated moving averageRaw dataPreprocessor

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References

Universal approximation of an unknown mapping and its derivatives using multilayer feedforward networks

Neural Networks · 1990 · 2,101 citations

Multilayer feedforward networks are universal approximators

Neural Networks · 1989 · 20,841 citations

Time Series Analysis: Forecasting and Control

Journal of Marketing Research · 1977 · 19,299 citations

Multilayer feedforward networks are universal approximators

Neural Networks · 1989 · 9,346 citations

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