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Aviation-BERT: A Preliminary Aviation-Specific Natural Language Model
AIAA AVIATION 2023 Forum, 2023Data-driven methods form the frontier of reactive aviation safety analysis. While analysis of quantitative data from flight operations is common, text narratives of accidents and incidents have not been sufficiently mined.
Chetan Chandra +6 more
semanticscholar +1 more source
BERT for Aviation Text Classification
AIAA AVIATION 2023 Forum, 2023The advent of transformer-based models pre-trained on large-scale text corpora has rev-olutionized Natural Language Processing (NLP) in recent years. Models such as BERT (Bidirectional Encoder Representations from Transformers) offer powerful tools for ...
Xiao Jing +5 more
semanticscholar +1 more source
Aerospace Medicine and Human Performance, 2020
INTRODUCTION: Although the impact of microorganisms on their hosts has been investigated for decades, recent technological advances have permitted high-throughput studies of the collective microbial genomes colonizing a host or habitat, also known as the microbiome.
Joshua T Davis, Hilary A Uyhelji
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INTRODUCTION: Although the impact of microorganisms on their hosts has been investigated for decades, recent technological advances have permitted high-throughput studies of the collective microbial genomes colonizing a host or habitat, also known as the microbiome.
Joshua T Davis, Hilary A Uyhelji
openaire +2 more sources
Journal of Gastrointestinal Surgery, 2009
An increased awareness of the need for safety in medicine in general and in surgery in particular has prompted comparisons between the cockpit and the operating room. These comparisons seem to make sense but tend to be oversimplified.Attempts in healthcare to mimic programs that have been credited for the safety of commercial aviation have met with ...
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An increased awareness of the need for safety in medicine in general and in surgery in particular has prompted comparisons between the cockpit and the operating room. These comparisons seem to make sense but tend to be oversimplified.Attempts in healthcare to mimic programs that have been credited for the safety of commercial aviation have met with ...
openaire +3 more sources
IEEE Transactions on Industrial Informatics
In complex assembly industry settings, fault localization involves rapidly and accurately identifying the source of a fault and obtaining a troubleshooting solution based on fault symptoms.
Peifeng Liu +3 more
semanticscholar +1 more source
In complex assembly industry settings, fault localization involves rapidly and accurately identifying the source of a fault and obtaining a troubleshooting solution based on fault symptoms.
Peifeng Liu +3 more
semanticscholar +1 more source
Data Processing through the Lifecycle of Aviation Radio Equipment
International Conference on Computer Science and Information Technologies, 2022Aviation radio equipment reliability significantly effects on safety of flights in civil aviation. One of the ways to increase the efficiency of equipment intended use is usage of data processing techniques through the all stages of lifecycle.
O. Solomentsev +7 more
semanticscholar +1 more source
Flight Delay Prediction Based on Aviation Big Data and Machine Learning
IEEE Transactions on Vehicular Technology, 2020Accurate flight delay prediction is fundamental to establish the more efficient airline business. Recent studies have been focused on applying machine learning methods to predict the flight delay.
Guan Gui +5 more
semanticscholar +1 more source
Environmental Science and Technology, 2022
Economic growth and globalization have led to a surge in civil aviation transportation demand. Among the major economies in the world, China has experienced a 12-fold increase in terms of total passenger aviation traffic volume since 2000 and is expected
Jingran Zhang +5 more
semanticscholar +1 more source
Economic growth and globalization have led to a surge in civil aviation transportation demand. Among the major economies in the world, China has experienced a 12-fold increase in terms of total passenger aviation traffic volume since 2000 and is expected
Jingran Zhang +5 more
semanticscholar +1 more source
Model Building for Diagnostic Variables during Aviation Equipment Maintenance
International Conference on Computer Science and Information Technologies, 2022Mathematical model building gives the possibility to recognize mathematical dependence for different parameters of actual phenomena. The model building in aviation plays a significant role, because it directly effects on safety of flights. Such procedure
M. Zaliskyi +7 more
semanticscholar +1 more source
Addiction, 1997
AbstractAviation accidents due to alcohol consumption by aircrew appear to be rare, especially in commercial aviation. However, a small proportion of general aviation accidents are attributable to alcohol use by aircrew, and aircrew are not well informed about the metabolism of alcohol and its effects on performance. Furthermore, there is evidence that
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AbstractAviation accidents due to alcohol consumption by aircrew appear to be rare, especially in commercial aviation. However, a small proportion of general aviation accidents are attributable to alcohol use by aircrew, and aircrew are not well informed about the metabolism of alcohol and its effects on performance. Furthermore, there is evidence that
openaire +3 more sources