[HTML][HTML] A survey on artificial intelligence (ai) and explainable ai in air traffic management: Current trends and development with future research trajectory

A Degas, MR Islam, C Hurter, S Barua, H Rahman… - Applied Sciences, 2022 - mdpi.com
Air Traffic Management (ATM) will be more complex in the coming decades due to the
growth and increased complexity of aviation and has to be improved in order to maintain …

Complex-network-based traffic network analysis and dynamics: A comprehensive review

M Zhang, T Huang, Z Guo, Z He - Physica A: Statistical Mechanics and its …, 2022 - Elsevier
A traffic network can be viewed as a geometric graph with the nodes representing traffic
infrastructures and the edges standing for the links between these nodes. In order to reduce …

A CNN-LSTM framework for flight delay prediction

Q Li, X Guan, J Liu - Expert Systems with Applications, 2023 - Elsevier
Flight delay prediction has become one of the most critical topics in intelligent aviation
systems due to its essential role in flight scheduling, airline planning, and airport operation …

Timescales of delay propagation in airport networks

Y Wang, MZ Li, K Gopalakrishnan, T Liu - Transportation Research Part E …, 2022 - Elsevier
Flight delays persist and spread in airport networks due to high interconnectivity in the air
transportation infrastructure. How quickly delay propagates between two airports is …

Day-ahead aircraft routing with data-driven primary delay predictions

S Birolini, A Jacquillat - European Journal of Operational Research, 2023 - Elsevier
Flight delays are major sources of disruptions in airline operations. To mitigate them, day-
ahead aircraft routing aims to create flight sequences that can absorb delays and minimize …

Detecting delay propagation in regional air transport systems using convergent cross mapping 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 …

[HTML][HTML] Distribution prediction of strategic flight delays via machine learning methods

Z Wang, C Liao, X Hang, L Li, D Delahaye, M Hansen - Sustainability, 2022 - mdpi.com
Predicting flight delays has been a major research topic in the past few decades. Various
machine learning algorithms have been used to predict flight delays in short-range horizons …

[HTML][HTML] Analysis of the effect of extreme weather on the US domestic air network. A delay and cancellation propagation network approach

A Bombelli, JM Sallan - Journal of Transport Geography, 2023 - Elsevier
Flight delays are one of the most discussed, yet not fully understood, topics in the aviation
industry. In this paper, we shed more light into propagation of flight delays by providing a …

Finding spatial and temporal features of delay propagation via multi-layer networks

S Chen, W Du, R Liu, X Cao - Physica A: Statistical Mechanics and its …, 2023 - Elsevier
Air traffic system is a typical complex network with dynamic delay propagation between
airports. However, difficulties in measuring delay propagation strength and constructing …

[HTML][HTML] Airline delay propagation: A simple method for measuring its extent and determinants

JK Brueckner, AI Czerny, AA Gaggero - Transportation Research Part B …, 2022 - Elsevier
This paper offers a simple approach for identifying propagated departure delays and
measuring their contribution to arrival delays. Under our approach, a propagated departure …