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Iterated time series prediction with multiple support vector regression models
5 references·1 citing·26 second hop
Iterated time series prediction with multiple support vector regression models (2012)Iterated time series prediction with mult…Multiple-output modeling for multi-step-ahead time series forecasting (2010)Multiple-output modeling for …Localized support vector regression for time series prediction (2008)Localized support vector regr…Support vector machine with adaptive parameters in financial time series forecasting (2003)Support vector machine with a…Financial time series forecasting using support vector machines (2003)Financial time series forecas…Forecasting with artificial neural networks: (1998)Forecasting with artificial n…A Hybrid System Based on Dynamic Selection for Time Series Forecasting (2021)A Hybrid System Based on Dyna…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)DeepAR: Probabilistic forecasting with autoregressive recurrent networks (2019)Time series prediction: Forecasting the future and understanding the past (1994)Beyond one-step-ahead forecasting: Evaluation of alternative multi-step-ahead forecasting models for crude oil prices (2013)Multi-step-ahead time series prediction using multiple-output support vector regression (2013)A Bias and Variance Analysis for Multistep-Ahead Time Series Forecasting (2015)Financial time series prediction using least squares support vector machines within the evidence framework (2001)Support Vector Machine Regression for Volatile Stock Market Prediction (2002)Grey relational grade in local support vector regression for financial time series prediction (2011)The Application of Stock Index Price Prediction with Neural Network (2020)Designing a neural network for forecasting financial and economic time series (1996)Application of support vector machines in financial time series forecasting (2001)Financial time series forecasting using independent component analysis and support vector regression (2009)Support vector regression with chaos-based firefly algorithm for stock market price forecasting (2012)Financial time series forecasting with multi-modality graph neural network (2021)Time Series Analysis: Forecasting and Control. (1978)Time series forecasting using a hybrid ARIMA and neural network model (2003)Another look at measures of forecast accuracy (2006)Effective machine learning model combination based on selective ensemble strategy for time series forecasting (2022)A hybrid system based on ensemble learning to model residuals for time series forecasting (2023)An optimized hybrid methodology for short‐term traffic forecasting in telecommunication networks (2023)Predicting direction of stock price index movement using artificial neural networks and support vector machines: The sample of the Istanbul Stock Exchange (2010)Predicting stock and stock price index movement using Trend Deterministic Data Preparation and machine learning techniques (2014)Stock market's price movement prediction with LSTM neural networks (2017)
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References

  • 1998Forecasting with artificial neural networks:4,225 cited
  • 2003Financial time series forecasting using support vector machines1,734 cited
  • 2003Support vector machine with adaptive parameters in financial time series forecasting1,008 cited
  • 2010Multiple-output modeling for multi-step-ahead time series forecasting254 cited
  • 2008Localized support vector regression for time series prediction168 cited

Cited by

  • 2021A Hybrid System Based on Dynamic Selection for Time Series Forecasting86 cited

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