On the relevance of data science for flight delay research: a systematic review
L Carvalho, A Sternberg, L Maia Goncalves… - Transport …, 2021 - Taylor & Francis
Flight delays are a significant problem for society as they evenly impair airlines, transport
companies, air traffic controllers, facility managers, and passengers. Studying prior flight …
companies, air traffic controllers, facility managers, and passengers. Studying prior flight …
A review on flight delay prediction
A Sternberg, J Soares, D Carvalho… - ar** and complex network theory
Z Guo, M Hao, B Yu, B Yao - Transportation Research Part E: Logistics and …, 2022 - Elsevier
It has been widely recognized that delay propagation is a widespread phenomenon in air
transport systems. Regional air transport systems are vulnerable to severe systemic delay …
transport systems. Regional air transport systems are vulnerable to severe systemic delay …
Weather impact quantification on airport arrival on-time performance through a Bayesian statistics modeling approach
Compared with departures, predicting the weather impact on arrival delays is more
challenging because of possible non-linear, cascading effects, and higher uncertainty …
challenging because of possible non-linear, cascading effects, and higher uncertainty …
Flight delays in European airline networks
In this paper we apply an index of interconnectedness to air transport networks. We study
empirically how service quality, measured in average minutes of arrival delay, differs …
empirically how service quality, measured in average minutes of arrival delay, differs …