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Table 1 Applied dataset

From: Optimization of air traffic management efficiency based on deep learning enriched by the long short-term memory (LSTM) and extreme learning machine (ELM)

ROW

Feature

Description

1

ORIGIN_AIRPORT

The airport from which the flight takes off

2

DESTINATION_AIRPORT

The airport where the flight lands

3

AIRLINE

Flight Operations Airlines

4

MONTH

Moon Flight date

5

DAY

flight date

6

DAY_OF_WEEK

Flight day (number per week)

7

FLIGHT_NUMBER

Flight number registered in the flight plan

8

DEPARTURE_TIME

Time of departure of the aircraft from the runway

9

SCHEDULED_TIME

Scheduled time for flight departure in flight schedule

10

ELAPSED_TIME

Predict the time for the plane to leak or take off

11

AIR_TIME

Flight time in the flight cruise section

12

DISTANCE

Flight distance between the airport of origin and the airport of destination

13

ARRIVAL_TIME

Flight landing time at the destination airport

14

ARRIVAL_DELAY

Flight delay rate in flight landing

15

DEPARTURE_DELAY

Flight delay in departure