Smoothing Strategies Combined with ARIMA and Neural Networks to Improve the Forecasting of Traffic Accidents

Figure 9

Residual ACF: (a) MA-ANN-PSO(9,10,1) and (b) HSVD-ANN-PSO(9,11,1).

(a)

(b)