Real time traffic flow outlier detection using short-term traffic conditional variance prediction
Outliers represent potentially extraordinary patterns in traffic flow series. Outliers can be detected using residuals and predicted conditional variances. Outliers affect significantly short term traffic flow forecasting system structure. Outliers should be assimilated into short term traffic forecasting system.
outlier detection traffic flow series short term traffic forecasting intervention analysis sarima+garch kalman filter