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STS520 Xin Zheng et al.
Date Standardized coefficient
3-1 0.032722113
3-2 0.032721144
3-3 0.033455355
3-4 0.031116
3-5 0.03453715
3-6 0.032141639
3-7 0.034400839
3-8 0.0315226
3-9 0.032013547
3-10 0.032457881
Table 2. Standardized Coefficient Series.
Figure 4. Prediction Based on Distance Correlation.
(3) The deep residual model is used to reckon and predict the population
within the sixth ring road of Beijing. This area is divided into the grids
according to the area size of 1KM*1KM, 72*72 grids in total. Observed from
the actual people flow and prediction result during the morning peak from
07:00 to 09:00 on one working day in 2018, most of the grid losses are less
than 10%, and more than 80% of the grid losses are less than 20%. According
to the distribution situation of errors, the prediction effect of our model is
good.
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