The Application of Advance Nonparametric Regression in Forecasting Traffic Condition

WANG Yan-jie (王彦杰)

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LI Wen-yong (李文勇)

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Western China Communications Science & Technology, pp. 128-133, 2010.

Cited by: 2|Views8

Keywords:

Principal component analysisSimilarity measure based on slopeMethodTraffic indexNonparametric regression

Abstract:

Nonparametric regression is a better method in solving short-term traffic index forecasting.Aiming at the deficiency of this method,the article proposes an advanced method that based on principal component analysis and slope-based similarity measure.Combined with the construction practice in Xianyue tunnel in Xiamen,this method is proved ...More

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ZH改进非参数回归在交通状态预测中的应用

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