Short-Term Forecasting of Global Passenger Traffic Given Schedule Changes

摘要

Automated forecasting at the itinerary level is feasible 1.While there is still a lot of scope for improvement,, the basic idea is feasible 2.The salient components making itinerary level forecasting possible are: 2.1 Parameterized Connection Builder and QSI models 2.1.1It is possible to build s historical traffic estimation model without these, however. 2.1.2Our estimation model does reiy on CB and QSI models and is hence much easier to extend to forecast periods.