Short-term traffic flow prediction using seasonal ARIMA model with limited input data

@inproceedings{Kumar2015ShorttermTF,
  title={Short-term traffic flow prediction using seasonal ARIMA model with limited input data},
  author={S. Vasantha Kumar and Lelitha Vanajakshi},
  year={2015}
}
Background Accurate prediction of traffic flow is an integral component in most of the Intelligent Transportation Systems (ITS) applications. The data driven approach using Box-Jenkins Autoregressive Integrated Moving Average (ARIMA) models reported in most studies demands sound database for model building. Hence, the applicability of these models remains a question in places where the data availability could be an issue. The present study tries to overcome the above issue by proposing a… CONTINUE READING
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