[HTML][HTML] Machine learning and mixed reality for smart aviation: Applications and challenges
Y Jiang, TH Tran, L Williams - Journal of Air Transport Management, 2023 - Elsevier
The aviation industry is a dynamic and ever-evolving sector. As technology advances and
becomes more sophisticated, the aviation industry must keep up with the changing trends …
becomes more sophisticated, the aviation industry must keep up with the changing trends …
Artificial Intelligence potential within airlines: a review on how AI can enhance strategic decision-making in times of COVID-19
D Pérez-Campuzano, PM Ortega, LR Andrada… - Journal of Airline and …, 2021 - jairm.org
Purpose: Airline strategy relies on the competitive environment analysis and the
management of resources. Artificial Intelligence (AI) algorithms are being increasingly …
management of resources. Artificial Intelligence (AI) algorithms are being increasingly …
AI-driven assistants for education and research? A case study on ChatGPT for air transport management
Artificial Intelligence is in the process to transform various parts of the aviation industry, from
the reduction of delays and increasing fuel efficiency to better demand prediction models …
the reduction of delays and increasing fuel efficiency to better demand prediction models …
Multi-layer perceptron based transfer passenger flow prediction in Istanbul transportation system
Estimating passenger movement in transportation networks is a critical aspect of public
transportation systems. It allows for a greater understanding of traffic patterns, as well as …
transportation systems. It allows for a greater understanding of traffic patterns, as well as …
A comprehensive analysis of clustering public utility bus passenger's behavior during the COVID-19 pandemic: Utilization of Machine Learning with metaheuristic …
Public utility bus (PUB) systems and passenger behaviors drastically changed during the
COVID-19 pandemic. This study assessed the clustered behavior of 505 PUB passengers …
COVID-19 pandemic. This study assessed the clustered behavior of 505 PUB passengers …
Prediction of the spatiotemporal passenger distribution of a large airport terminal and its impact on energy simulation
X Gu, J Xie, C Huang, K Ma, J Liu - Sustainable Cities and Society, 2022 - Elsevier
As the essential infrastructure and one of the transportation centers, most cities now have
more than one airport. Mass constructions of sustainable airports play an important role for …
more than one airport. Mass constructions of sustainable airports play an important role for …
[HTML][HTML] Visualizing the historical COVID-19 shock in the US airline industry: A Data Mining approach for dynamic market surveillance
D Pérez-Campuzano, LR Andrada, PM Ortega… - Journal of Air Transport …, 2022 - Elsevier
One of the purposes of Artificial Intelligence tools is to ease the analysis of large amounts of
data. In order to support the strategic decision-making process of the airlines, this paper …
data. In order to support the strategic decision-making process of the airlines, this paper …
Dimensioning the Optimal Number of Parallel Service Desks in the Passenger Handling Process at Airports Considered as a Queueing System—Case Study
E Jenčová, P Koščák, M Koščáková - Aerospace, 2023 - mdpi.com
Queueing theory is currently a widely used method for optimizing activities not only in air
transport but also in other sectors, in both production and the use of personnel. Using this …
transport but also in other sectors, in both production and the use of personnel. Using this …
Analysis of the GI/M/c queue with N-threshold policy
We consider an infinite buffer queueing system consisting of multiple number of identical
servers and a common queue. The customers' arrival into the system follows renewal …
servers and a common queue. The customers' arrival into the system follows renewal …
Modelling and assessment of the arrival and departure process at the terminal area: A case study of Chennai international airport
Airport and terminal area traffic congestion is a growing concern of the air traffic
management (ATM) system. A major step towards mitigating the impacts of congestion is …
management (ATM) system. A major step towards mitigating the impacts of congestion is …