Prediction of Flight delay through Intelligent Algorithms and Big Data Technology

K Sreenivasulu, B Sowjanya… - … on Applied Artificial …, 2023 - ieeexplore.ieee.org
Perfect flight delay forecasting is crucial for the development of an extra productive airways
sector. Current studies cover spotlight on predicting flight delays using machine learning …

基于多任务NR-DenseNet 网络的航班延误预测模型.

屈景怡, 肖敏, 李佳怡, 解文凯 - Journal of Signal …, 2023 - search.ebscohost.com
不同于目前大多数只倾向于研究单一的分类或回归任务的航班延误预测方法,
该文提出一种基于多任务NR-DenseNet 网络的航班延误预测模型, 旨在同时实现航班延误等级 …

A Comparative analysis of delay propagation on departure and arrival flights for a Chinese case study

Z Zheng, W Wei, M Hu - Aerospace, 2021 - mdpi.com
In recent years, flight delay costs the air transportation industry millions of dollars and has
become a systematic problem. Understanding the behavior of flight delay is thus critical. This …

Prediction of departure flight delays through the use of predictive tools based on machine learning/deep learning algorithms

JGM Anguita, OD Olariaga - The Aeronautical Journal, 2024 - cambridge.org
The objective of this research is to predict the delays in the departure of scheduled
commercial flights through a methodology that uses predictive tools based on machine …

Departure flight delay prediction based on spatio-temporal graph convolutional networks

Y JIANG, M CHEN, Q YUAN - 北京航空航天大学学报, 2021 - bhxb.buaa.edu.cn
Accurate flight delay prediction is one of the most important preventive measures for the
increasingly frequent airport flight delays. The airport network is transformed from irregular …

[引用][C] 基于动态贝叶斯网的航班延误传递分析

丁建立, 赵键涛, 曹卫东, 胡海生, 黄威 - 计算机工程与设计, 2015

[PDF][PDF] A Novel Approach for Turnaround Time Allocation Based on Reinforcement Learning

Á Rodríguez-Sanz, JH De la Cruz - … Congress of the International Council of …, 2021 - icas.org
Airport ground processes are a critical path in the air traffic network. The management and
reliability of the scheduled turnaround time is essential for the system's robustness and …

An Efficient Method to Detection Flight Delay Propagation based on Supplement GRU

JS Patil, S Kanase, GM Lonare… - … on Smart Electronics …, 2023 - ieeexplore.ieee.org
As a result of the current flight delay, many other flights in the future are also delayed, and
existing flight operations have been disrupted. The rate of aircraft delays and the …

Count models to represent the impacts of weather and infrastructure on flight disruptions

SJ Ohi, AM Kim - Transportation Research Record, 2020 - journals.sagepub.com
This paper explores the application of count models to represent the relationship between
flight disruptions and weather. Throughout the world, flights are regularly disrupted by …

How much delay does New York inject into the national airspace system? A graph theory analysis

ME Bolaños, D Murphy - 2013 Aviation Technology, Integration, and …, 2013 - arc.aiaa.org
HE New York area presents an ongoing challenge for air traffic management because of the
close proximity of three of the busiest airports in the country. The traffic counts combined …