Safety assurance is of paramount importance in the air transportation system. In this paper,
we analyze the historical passenger airline accidents that happened from 1982 to 2006 as …

Safety is of paramount importance in aviation due to the catastrophic consequences of
accidents. Consequently, efforts have been made over the years to research and improve …

In recent years, due to the increased availability of data and improvements in computing
power, application of machine learning techniques to various aviation safety problems for …

In recent years, the use of data mining and machine learning techniques for safety analysis,
incident and accident investigation, and fault detection has gained traction among the …

The quantification and improvement of safety is one of the most important objectives among
the general aviation community. In recent years, machine learning techniques have …

Growth in the aviation industry coupled with advancements in technology and data science
techniques have led commercial airlines to more data-driven analysis for both operational …

As my journey through graduate school draws to a close, I would like to acknowledge all
those who made this a great experience. First of all I would like to thank my adviser Prof …

Through the year 2022, runway-related events, including excursions, abnormal runway
contact, and runway undershoot and overshoot, were the third leading causes of fatal aircraft …

Featured Application Low-Altitude Unstable Approach Detection and Risk Evaluation.
Abstract Low-altitude unstable approach (UA) is one of the crucial risks that threaten flight …

Abstract The National Transportation Safety Board and the Federal Aviation Administration
have requested research to improve visual detection of closed runways. This resulted from …