Highway Event Detection Algorithm Based on Improved Fast Peak Clustering

Table 1

Original data features.

Feature	Comment	Example
ID	Serial number	57 261 916
CardNo	Card number	52 011 328 220 200 196 796
ICCardNo	IC card number	52 011 328 220 200 196 796
LastBalance	Balance after consumption	2887.00
OutTime	Outbound time	2017/1/31 00 : 00 : 00
OutLoad	Total weight of outbound vehicle	35
OutStationName	Name of the outbound station	3
InTime	Entry time	2017/1/30 23 : 42 : 48
InLoad	Total weight of entering vehicle	35
InStationName	Name of the entering station	2
VehiclePlate	Vehicle plate number	4820
VerificationCode	Verification code
CreateTime	Creation time of the record	2017/1/31 14 : 58 : 47
SettlementTime	Settlement time of the record
ShiftTime	Time when the balance updates	2017/1/31 14 : 58 : 47
State	State	0
HandleTime	Constant time verification	2017/1/30 00 : 00 : 00
CardType	Type of card	22
OutBusiNo	External transaction serial number
ExitType	Turnover type
BatchNo	Batch number
VehicleType	Type of vehicle	1
VehicleTypeColor	Color of vehicle plate	0
TransferType	Transaction type	0
TransferState	Transaction state	0
TransferMoney	Transaction expenditure	9.50
TransferTime	Time of transaction