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This paper examined the traffic time series data measured by flow and density. Traffic volumes and occupancies were collected from a loop detector station on a four-lane highway at an interval of 30 seconds. Two analysis time periods were selected: non-peak hour period 12am to 4am, and peak-hour period 4 am to 8 am. The traffic data were subsequently aggregated with different time scales; 1-min and...
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