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The Research on Combination Forecasting Model of the Automobile Sales Forecasting System

Authors :
Liu Gao-jun
Long Boxue
Source :
2009 International Forum on Computer Science-Technology and Applications.
Publication Year :
2009
Publisher :
IEEE, 2009.

Abstract

Automobile sells system plays an important role in automobile sales area, through the whole produce and management. Some forecast models have had unilateralism in some side nowadays, such as ARMA model. For example, the data of non-linearity has some error by ARMA model. This paper, assembles curve –regression model, Time Series Decomposition Model and RBF neural networks according to the weight distribution. Putting the Data Mining, math statistics and neural networks technique into automobile sales forecast system, It can improve the problem of unilateralism, The Combination forecasting model improves the veracity and utility range in automobile sales forecast. This paper, can also be used in which some other economic data that take on the obvious time character and trend in car-making and selling.

Details

Database :
OpenAIRE
Journal :
2009 International Forum on Computer Science-Technology and Applications
Accession number :
edsair.doi...........d9342ec77e48f9256bfda4a0f505622e
Full Text :
https://doi.org/10.1109/ifcsta.2009.258