Travel Time Probability Prediction Based on Constrained LSTM Quantile Regression

Table 1

Floating car data example.

DEVID	LONGTITUDE (E°)	LATITUDE (N°)	SPEED (100 m/h)	ORIENTATION (°)	UNIXTIME
100322318	126.61708	45.76433	18	7	1467327699
100307956	126.67012	45.72983	261	84	1467327842
100322118	126.61708	45.76433	18	7	1467328120
100322776	126.69008	45.79545	122	76	1467327639
…	…	…	…	…	…

Note. Orientation is a direction of a vehicle moving, with 0 degrees indicating due north, 90 degrees indicating due east, 180 degrees indicating due south, and 270 degrees indicating due west.