Multiple machine learning modeling on near mid-air collisions: An approach towards probabilistic reasoning

BZ Haselein, JC da Silva, BL Hooey - Reliability Engineering & System …, 2024 - Elsevier
This work presents a mathematical model to predict and explain Near Mid-Air Collisions
(NMACs) based on the NASA Aviation Safety Reporting System (ASRS) database. The …

A Bayesian approach to system safety assessment and compliance assessment for Unmanned Aircraft Systems

A Washington, RA Clothier, BP Williams - Journal of Air Transport …, 2017 - Elsevier
This paper presents a new approach to showing compliance to system safety requirements
for aviation systems. The aim is to improve the objectivity, transparency, and rationality of …

[HTML][HTML] Bayesian network modelling of ATC complexity metrics for future SESAR demand and capacity balance solutions

VFG Comendador, RMA Valdés, MV Diaz, EP Parla… - Entropy, 2019 - ncbi.nlm.nih.gov
Abstract Demand & Capacity Management solutions are key SESAR (Single European Sky
ATM Research) research projects to adapt future airspace to the expected high air traffic …

Bayesian inference in Safety Compliance Assessment under conditions of uncertainty for ANS providers

RA Valdés, VFG Comendador, JAP Castan, AR Sanz… - Safety science, 2019 - Elsevier
Abstract System Safety Assessment is an integral part of the design and operation of
aviation and Air Traffic Management (ATM) systems. The aim of the System Safety …

Bayesian network modelling of ATC complexity metrics for future SESAR demand and capacity balance solutions

VF Gomez Comendador, RM Arnaldo Valdés… - Entropy, 2019 - mdpi.com
Demand & Capacity Management solutions are key SESAR (Single European Sky ATM
Research) research projects to adapt future airspace to the expected high air traffic growth in …

[PDF][PDF] A Bayesian Approach to System Safety Assessment and Compliance Assessment for

A Washington, R Clothier, B Williams - Journal of Air Transport … - researchgate.net
This paper presents a new approach to showing compliance to system safety requirements
for aviation systems. The aim is to improve the objectivity, transparency, and rationality of …