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A study on the ability of Support Vector Regression and Neural Networks to Forecast Basic Time Series Patterns
4 references·0 citing·15 second hop
A study on the ability of Support Vector Regression and Neural Networks to Forecast Basic Time Series Patterns (2006)A study on the ability of Support Vector …The accuracy of a procedural approach to specifying feedforward neural networks for forecasting (2004)The accuracy of a procedural …Neural network forecasting for seasonal and trend time series (2003)Neural network forecasting fo…Out-of-sample tests of forecasting accuracy: an analysis and review (2000)Out-of-sample tests of foreca…Forecasting with artificial neural networks: (1998)Forecasting with artificial n…Time Series Analysis: Forecasting and Control (1977)Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation (1982)Managerial Applications of Neural Networks: The Case of Bank Failure Predictions (1992)Financial time series forecasting using support vector machines (2003)Time series forecasting using a hybrid ARIMA and neural network model (2003)DeepAR: Probabilistic forecasting with autoregressive recurrent networks (2019)The accuracy of extrapolation (time series) methods: Results of a forecasting competition (1982)An artificial neural network (p,d,q) model for timeseries forecasting (2009)An Empirical Comparison of Machine Learning Models for Time Series Forecasting (2010)Forecasting: theory and practice (2022)Error measures for generalizing about forecasting methods: Empirical comparisons (1992)The M3-Competition: results, conclusions and implications (2000)Exponential smoothing: The state of the art—Part II (2006)A review and comparison of strategies for multi-step ahead time series forecasting based on the NN5 forecasting competition (2012)The impact of preprocessing on support vector regression and neural networks in time series prediction (2006)
this work references cited by second hop

References

  • 1998Forecasting with artificial neural networks:4,225 cited
  • 2000Out-of-sample tests of forecasting accuracy: an analysis and review1,014 cited
  • 2003Neural network forecasting for seasonal and trend time series987 cited
  • 2004The accuracy of a procedural approach to specifying feedforward neural networks for forecasting55 cited

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