articleTop 1% cited
Time series forecasting using a hybrid ARIMA and neural network model
Neurocomputing · 2003 · Vol. 50 · pp. 159–175
G.Peter Zhang✉(Georgia State University)
Stock Market Forecasting MethodsForecasting Techniques and ApplicationsNeural Networks and ApplicationsAutoregressive integrated moving averageArtificial neural networkComputer scienceTime seriesSeries (stratigraphy)Autoregressive modelBox–JenkinsMoving averageNonlinear systemArtificial intelligence
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References
Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation
Econometrica · 1982 · 20,395 citations
The Combination of Forecasts
Journal of the Operational Research Society · 1969 · 3,091 citations
Universal approximation of an unknown mapping and its derivatives using multilayer feedforward networks
Neural Networks · 1990 · 2,101 citations
Neural network ensembles
IEEE Transactions on Pattern Analysis and Machine Intelligence · 1990 · 4,231 citations
Time Series Analysis: Forecasting and Control
Journal of Marketing Research · 1977 · 19,299 citations
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