Article ID: | iaor20081025 |
Country: | United Kingdom |
Volume: | 24 |
Issue: | 4 |
Start Page Number: | 269 |
End Page Number: | 278 |
Publication Date: | Jul 2005 |
Journal: | International Journal of Forecasting |
Authors: | Xu Xiaozhan, He Changzheng |
Keywords: | datamining, neural networks |
Based on the theories and methods of self-organizing data mining, a new forecasting method, called self-organizing combining forecasting method, is proposed. Compared with optimal linear combining forecasting methods and neural networks combining forecasting methods, the new method can improve the forecasting capability of the model. The superiority of the new method is justified and demonstrated by real applications.