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A Novel Weighted Ensemble Technique for Time Series Forecasting
16 references·3 citing·34 second hop
A Novel Weighted Ensemble Technique for Time Series Forecasting (2012)A Novel Weighted Ensemble Technique for T…Meta-learning for time series forecasting and forecast combination (2010)Meta-learning for time series…Simple robust averages of forecasts: Some empirical results (2007)Simple robust averages of for…25 years of time series forecasting (2006)25 years of time series forec…Time series forecasting using a hybrid ARIMA and neural network model (2003)Time series forecasting using…Combining time series models for forecasting (2003)Combining time series models …Principles of Forecasting (2001)Principles of ForecastingPrinciples of forecasting : a handbook for researchers and practitioners (2001)Principles of forecasting : a…Time Series Forecasting with Neural Networks: A Comparative Study Using the Air Line Data (1998)Time Series Forecasting with …Forecasting with artificial neural networks: (1998)Forecasting with artificial n…Combining forecasts: A review and annotated bibliography (1990)Combining forecasts: A review…Combining forecasts: A review and annotated bibliography (1989)Combining forecasts: A review…Combination of Forecasts (1987)Combination of ForecastsBook Review: Time Series Analysis: Forecasting and Control (1977)Book Review: Time Series Anal…A Bayesian Approach to the Linear Combination of Forecasts (1975)A Bayesian Approach to the Li…Time Series Analysis Forecasting and Control. (1971)Time Series Analysis Forecast…The Combination of Forecasts (1969)The Combination of ForecastsLong-term forecasting of hourly retail customer flow on intermittent time series with multiple seasonality (2022)Long-term forecasting of hour…Forecast combinations: An over 50-year review (2022)Forecast combinations: An ove…Hybrid Forecasting Scheme for Financial Time-Series Data using Neural Network and Statistical Methods (2017)Hybrid Forecasting Scheme for…Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation (1982)The accuracy of extrapolation (time series) methods: Results of a forecasting competition (1982)Financial time series forecasting using support vector machines (2003)DeepAR: Probabilistic forecasting with autoregressive recurrent networks (2019)The Precision of National Income Estimates (1942)New Methods of Quality Control (1963)Short-Term Sales Forecasting (1965)Out-of-Sample Equity Premium Prediction: Combination Forecasts and Links to the Real Economy (2009)Accuracy of Forecasting: An Empirical Investigation (1979)Group versus individual performance: Are N + 1 heads better than one? (1982)Combining Probability Distributions: A Critique and an Annotated Bibliography (1986)Comparing Predictive Accuracy (1995)Co-Integration and Error Correction: Representation, Estimation, and Testing (1987)On the use of cross-validation for time series predictor evaluation (2012)Forecasting at Scale (2017)Stock price prediction using LSTM, RNN and CNN-sliding window model (2017)Construct validity in psychological tests. (1955)Time Series Analysis: Forecasting and Control. (1978)Tie Series Analysis, Forecasting, and Control (1995)Judgmental forecasting: A review of progress over the last 25years (2006)Consensus measurement in Delphi studies (2012)Forecasting: theory and practice (2022)Technical Change and the Aggregate Production Function (1957)Another look at measures of forecast accuracy (2006)Analysts' forecasts as earnings expectations (1988)Comparing Predictive Accuracy (1994)The M3-Competition: results, conclusions and implications (2000)A hybrid ARIMA and support vector machines model in stock price forecasting (2004)A novel hybridization of artificial neural networks and ARIMA models for time series forecasting (2010)Recurrent Neural Networks for Time Series Forecasting: Current status and future directions (2020)Distribution of the Estimators for Autoregressive Time Series With a Unit Root (1979)Likelihood Ratio Statistics for Autoregressive Time Series with a Unit Root (1981)Generalized autoregressive conditional heteroskedasticity (1986)Unit root tests in panel data: asymptotic and finite-sample properties (2002)
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References

  • 1977Book Review: Time Series Analysis: Forecasting and Control19,399 cited
  • 1971Time Series Analysis Forecasting and Control.6,904 cited
  • 2003Time series forecasting using a hybrid ARIMA and neural network model4,583 cited
  • 1998Forecasting with artificial neural networks:4,282 cited
  • 1969The Combination of Forecasts3,438 cited
  • 1989Combining forecasts: A review and annotated bibliography2,170 cited
  • 2001Principles of Forecasting1,930 cited
  • 200625 years of time series forecasting1,598 cited
  • 1990Combining forecasts: A review and annotated bibliography1,508 cited
  • 2001Principles of forecasting : a handbook for researchers and practitioners1,045 cited
  • 1998Time Series Forecasting with Neural Networks: A Comparative Study Using the Air Line Data421 cited
  • 2010Meta-learning for time series forecasting and forecast combination244 cited
  • 2007Simple robust averages of forecasts: Some empirical results242 cited
  • 2003Combining time series models for forecasting240 cited
  • 1975A Bayesian Approach to the Linear Combination of Forecasts185 cited
  • 1987

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Combination of Forecasts
117 cited

Cited by

  • 2022Forecast combinations: An over 50-year review340 cited
  • 2017Hybrid Forecasting Scheme for Financial Time-Series Data using Neural Network and Statistical Methods29 cited
  • 2022Long-term forecasting of hourly retail customer flow on intermittent time series with multiple seasonality24 cited