A High-Frequency Data-Driven Machine Learning Approach for Demand Forecasting in Smart Cities

Figure 15

Forecasting at the high-density population area for Wednesday, 1 June 2015. The red line denotes the measured values, the green line denotes the predicted values by the -WDF approach, the blue line denotes the prediction of GRNN, and the violet line denotes the predicted values by our approach (STPS).