Fig 1.
Schematic flowchart of the proposed hybrid algorithms.
Fig 2.
Time series plot of the patients arrivals in ED.
Table 1.
Characteristics of Input Features.
Fig 3.
Box-plot of the ED patients by calendar features.
Fig 4.
Box-Plot of the ED patients by meteorological features.
Fig 5.
Sample ACF and PACF of daily number of ED patients.
Table 2.
Results of ARIMAX.
Fig 6.
Feature importance in ANN.
Table 3.
Comparing the accuracy of forecasting with ARIMA, ANN, two hybrid algorithms, LSTM and GLM.
Fig 7.
Comparing the forecasts of ARIMAX, ANN, two hybrid algorithms, LSTM, and GLM with actual data.