Weighted MLP-ARIMA series hybrid model for time series forecasting

Zahra Hajirahimi; Mehdi Khashei

Volume 7, Issue 2 , August 2020, , Pages 187-201


  With the increasing importance of forecasting with the utmost degree of accuracy, utilizing hybrid frameworks become a must for obtaining more accurate and more reliable forecasting results. Series hybrid methodology is one of the most widely-used hybrid approaches that has encountered a great amount ...  Read More

Improving the performance of financial forecasting using different combination architectures of ARIMA and ANN models

Z. Hajirahimi; M. Khashei

Volume 3, Issue 2 , December 2016, , Pages 17-32

  Despite several individual forecasting models that have been proposed in the literature, accurate forecasting is yet one of the major challenging problems facing decision makers in various fields, especially financial markets. This is the main reason that numerous researchers have been devoted to develop ...  Read More