Machine-Learning Methods Estimating Flights’ Hidden Parameters for the Prediction of KPIs

Complex microscopic simulation models of strategic Air Traffic Management (ATM) performance assessment and decision-making are hindered by several factors. One of the most important is the existence of hidden parameters—such as aircraft take-off weight (TOW) and the selected cost index (CI)—which, i...

Full description

Bibliographic Details

Published in:	Aerospace
Main Authors:	George Vouros, Ioannis Ioannidis, Georgios Santipantakis, Theodore Tranos, Konstantinos Blekas, Marc Melgosa, Xavier Prats
Format:	Article
Language:	English
Published:	MDPI AG 2024-11-01
Subjects:	prediction hidden parameters KPIs take-off weight cost index deep learning
Online Access:	https://www.mdpi.com/2226-4310/11/11/937