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

<div>Comparison of two forecasts at the low-density population area site. The first one (a) was flagged as “green” in the FOB plot (FOB = 0.18), while the second (b) was flagged as “red” (FOB = 0.58). The pointwise 95% confidence band of the estimation is depicted in grey.</div>

Scientific Programming

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Figure 12

Figure 12: A High-Frequency Data-Driven Machine Learning Approach for Demand Forecasting in Smart Cities 