A Deep Cycle Limit Learning Machine Method for Urban Expressway Traffic Incident Detection

Table 1

Some data used for traffic incident detection.

Time	Microwave detector data						Label
	Upstream section			Downstream section
	Flow (pcu/min)	Speed (km/h)	Occupancy (%)	Flow (pcu/min)	Speed (km/h)	Occupancy (%)
10 : 03	40	68.43	24.51	42	67.65	23.7	0
10 : 04	44	69.54	19.8	48	72.03	20.6	0
10 : 05	38	76.75	23.6	41	74.12	21.2	0
10 : 06	25	24.12	75	56	68.24	12.6	1
10 : 07	22	16.45	72.4	45	73.45	11.3	1
…	…	…	…	…	…	…	…