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An Improved Double-layer K-nearest Neighbor Nonparametric Regression Method for Short-time Traffic Flow Prediction

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Academic year: 2017

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Figure 1. The flow chart of the improved traffic flow prediction method
Figure 3. Illustration of a typical urban road network
Figure 5. Effect of the value of n on the prediction accuracy
Figure 6. Effect of the value of k on the prediction accuracy

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An Improved Double-layer K-nearest Neighbor Nonparametric Regression Method for Short-time Traffic Flow Prediction

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