QAR Data Imputation Using Generative Adversarial Network with Self-Attention Mechanism

Quick Access Recorder (QAR), an important device for storing data from various flight parameters, contains a large amount of valuable data and comprehensively records the real state of the airline flight. However, the recorded data have certain missing values due to factors, such as weather and equi...

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Bibliographic Details
Main Authors: Jingqi Zhao, Chuitian Rong, Xin Dang, Huabo Sun
Format: Article
Language:English
Published: Tsinghua University Press 2024-03-01
Series:Big Data Mining and Analytics
Subjects:
Online Access:https://www.sciopen.com/article/10.26599/BDMA.2023.9020001