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Forecasting nonlinear time series with feed-forward neural networks: a case study of Canadian lynx data
9 references·4 citing·49 second hop
Forecasting nonlinear time series with feed-forward neural networks: a case study of Canadian lynx data (2005)Forecasting nonlinear time series with fe…A neural network versus Black–Scholes: a comparison of pricing and hedging performances (2003)A neural network versus Black…Neural network versus econometric models in forecasting inflation (2000)Neural network versus econome…A comparison between neural networks and chaotic models for exchange rate prediction (1999)A comparison between neural n…Time Series Forecasting with Neural Networks: A Comparative Study Using the Air Line Data (1998)Time Series Forecasting with …Talking Nets: An Oral History Of Neural Networks (1998)Talking Nets: An Oral History…Darwin among the machines: the evolution of global intelligence (1997)Darwin among the machines: th…Neural Network Models for Time Series Forecasts (1996)Neural Network Models for Tim…Back propagation in time‐series forecasting (1995)Back propagation in time‐seri…Box-Jenkins Seasonal Forecasting: Problems in a Case-Study (1973)Box-Jenkins Seasonal Forecast…Short-Term Forecasting of Agriculture Commodities in Context of Indian Market for Sustainable Agriculture by Using the Artificial Neural Network (2021)Short-Term Forecasting of Agr…Energy futures prices forecasting by novel DPFWR neural network and DS-CID evaluation (2019)Energy futures prices forecas…Seasonal and trend time series forecasting based on a quasi-linear autoregressive model (2014)Seasonal and trend time serie…A New Hybrid Methodology for Nonlinear Time Series Forecasting (2011)A New Hybrid Methodology for …The Behavior of Stock-Market Prices (1965)Empirical exchange rate models of the seventies (1983)Forecasting Economic Time Series (2000)Testing Forecast Accuracy of Foreign Exchange Rates: Predictions from Feed Forward and Various Recurrent Neural Network Architectures (2008)Application of SVR with improved ant colony optimization algorithms in exchange rate forecasting (2009)Exchange rate forecasting using a combined parametric and nonparametric self-organising modelling approach (2009)The accuracy of extrapolation (time series) methods: Results of a forecasting competition (1982)Averages of Forecasts: Some Empirical Results (1983)Error measures for generalizing about forecasting methods: Empirical comparisons (1992)The use of data mining and neural networks for forecasting stock market returns (2005)Forecasting stock indices using radial basis function neural networks optimized by artificial fish swarm algorithm (2010)The Pricing of Options and Corporate Liabilities (1973)Option Pricing when the Variance Changes Randomly: Theory, Estimation, and an Application (1987)Comparing Predictive Accuracy (1994)Artificial neural network model of the hybrid EGARCH volatility of the Taiwan stock index option prices (2008)Parametric models and non-parametric machine learning models for predicting option prices: Empirical comparison study over KOSPI 200 Index options (2014)Option pricing using Machine Learning (2020)Time Series Analysis: Forecasting and Control (1977)Forecasting the behavior of multivariate time series using neural networks (1992)Simulation modeling for analysis (2010)Single-hidden layer neural networks for forecasting intermittent demand (2016)Optimal Forecast Combination Based on Neural Networks for Time Series Forecasting (2018)Smoothing, Forecasting and Prediction of Discrete Time Series. 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this work references cited by second hop

References

  • 1996Neural Network Models for Time Series Forecasts468 cited
  • 1998Time Series Forecasting with Neural Networks: A Comparative Study Using the Air Line Data419 cited
  • 1973Box-Jenkins Seasonal Forecasting: Problems in a Case-Study214 cited
  • 1998Talking Nets: An Oral History Of Neural Networks201 cited
  • 1995Back propagation in time‐series forecasting164 cited
  • 2000Neural network versus econometric models in forecasting inflation155 cited
  • 1997Darwin among the machines: the evolution of global intelligence152 cited
  • 2003A neural network versus Black–Scholes: a comparison of pricing and hedging performances109 cited
  • 1999A comparison between neural networks and chaotic models for exchange rate prediction87 cited

Cited by

  • 2021Short-Term Forecasting of Agriculture Commodities in Context of Indian Market for Sustainable Agriculture by Using the Artificial Neural Network68 cited
  • 2011A New Hybrid Methodology for Nonlinear Time Series Forecasting47 cited
  • 2019Energy futures prices forecasting by novel DPFWR neural network and DS-CID evaluation45 cited
  • 2014Seasonal and trend time series forecasting based on a quasi-linear autoregressive model42 cited

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