Forecasting Airport Surface Traffic Congestion based on Decision Tree

Zhaoyue Zhang, An Zhang, Cong Sun, Shanmei Li

Table 1 Crowding attribute selection

Attribute name Attribute value Weather conditions (rain, fog, snow, hail…) 0-No impact, 1-Impact Time slot 0-Peak, 1-Low peak Holiday and vacations 0-Y, 1-N Traffic volume 0-Large, 1-Small Airport infrastructure integrity 0-Complete, 1-Incomplete Ability of controllers 0-Outstanding, 1-Average, 2-Poor Aircraft size 0-Large, 1-Small Air force restrictions 0-Yes, 1-No Traffic volume in the previous period 0-Large, 1-Small Working day 0-Yes, 1-No