Short-Term Traffic Flow Combination Forecast by Co-integration Theory

Forecasting Approach for Short-term Traf

Forecasting Approach for Short-term Traffic Flow based on Principal Component Analysis and Combined Neural Network

✍ Xiao-li ZHANG; Guo-guang HE 📂 Article 📅 2007 🏛 Elsevier ⚖ 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