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Research on Short-term Traffic Flow Forecasting for Junction of Isomerism Road Network based on Dynamic Correlation

โœ Scribed by Zhang, Liang-liang; Jia, Yuan-hua; Niu, Zhong-hai; Li, Hua-nan


Book ID
125825377
Publisher
Elsevier
Year
2014
Tongue
English
Weight
348 KB
Volume
138
Category
Article
ISSN
1877-0428

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โœ Xiao-li ZHANG; Guo-guang HE ๐Ÿ“‚ Article ๐Ÿ“… 2007 ๐Ÿ› Elsevier โš– 449 KB

A combination approach based on Principal Component Analysis (PCA) and Combined Neural Network (CNN) is presented for short-term traffic flow forecasting. The historical data of the forecasted traffic volume and interrelated volumes have been processed by PCA. The results of PCA form the input data