Title :
Traffic Indexes Prediction Based on Grey Prediction Model
Author :
Peng Hui ; Wenqi Qu ; Junjian Tang ; Jin Chen
Author_Institution :
Educ. Technol. Center, Beijing Int. Studies Univ., Beijing, China
Abstract :
The grey prediction model is a kind of data prediction method in data mining area. The construction of the grey prediction model is introduced in the paper first. Then in order to obtain higher precision of the prediction model, the way on how to select adjust parameters to adjust the original model is introduced. Finally the prediction procedure is described in a figure and it is explained in details. In case study, fifty traffic indexes come from transport bureau of Hunan province are predicted. It shows the effect and efficiency of the grey prediction model and its adjust parameters.
Keywords :
data mining; grey systems; road traffic; Hunan province; data prediction method; grey prediction model; traffic index prediction; transport bureau; Biological system modeling; Computational modeling; Data models; Educational institutions; Indexes; Next generation networking; Predictive models; adjust model; grey prediction model; traffic indexes;
Conference_Titel :
Computational Intelligence and Design (ISCID), 2013 Sixth International Symposium on
Conference_Location :
Hangzhou
DOI :
10.1109/ISCID.2013.68
