Avionics human-machine interfaces and interactions for manned and unmanned aircraft

Y Lim, A Gardi, R Sabatini, S Ramasamy… - Progress in Aerospace …, 2018 - Elsevier
Technological advances in avionics systems and components have facilitated the
introduction of progressively more integrated and automated Human-Machine Interfaces …

Distinguishing and quantifying the visual aesthetics of a product: an integrated approach of eye-tracking and EEG

F Guo, M Li, M Hu, F Li, B Lin - International Journal of Industrial …, 2019 - Elsevier
Although some methods of measuring visual aesthetics have been established, such as
subjective reporting, feature calculating, and physiological assessing, designers still lack an …

Advancing aviation safety through machine learning and psychophysiological data: a systematic review

I Alreshidi, I Moulitsas, KW Jenkins - IEEE Access, 2024 - ieeexplore.ieee.org
In the aviation industry, safety remains vital, often compromised by pilot errors attributed to
factors such as workload, fatigue, stress, and emotional disturbances. To address these …

An assessment of reduced crew and single pilot operations in commercial transport aircraft operations

RE Bailey, LJ Kramer, KD Kennedy… - 2017 IEEE/AIAA 36th …, 2017 - ieeexplore.ieee.org
Future reduced crew operations or even single pilot operations for commercial airline and
on-demand mobility applications are an active area of research. These changes would …

Multimodal approach for pilot mental state detection based on EEG

I Alreshidi, I Moulitsas, KW Jenkins - Sensors, 2023 - mdpi.com
The safety of flight operations depends on the cognitive abilities of pilots. In recent years,
there has been growing concern about potential accidents caused by the declining mental …

Pass: a multimodal database of physical activity and stress for mobile passive body/brain-computer interface research

M Parent, I Albuquerque, A Tiwari, R Cassani… - Frontiers in …, 2020 - frontiersin.org
With the burgeoning of wearable devices and passive body/brain-computer interfaces
(B/BCIs), automated stress monitoring in everyday settings has gained significant attention …

Genome-wide scan for runs of homozygosity identifies candidate genes in three pig breeds

R Xie, L Shi, J Liu, T Deng, L Wang, Y Liu, F Zhao - Animals, 2019 - mdpi.com
Simple Summary Runs of homozygosity (ROH) are the DNA segments that harbor
uninterrupted stretches of homozygous genotype segments in the genome that are present …

Sensor networks for aerospace human-machine systems

N Pongsakornsathien, Y Lim, A Gardi, S Hilton… - Sensors, 2019 - mdpi.com
Intelligent automation and trusted autonomy are being introduced in aerospace cyber-
physical systems to support diverse tasks including data processing, decision-making …

NAPS Fusion: A framework to overcome experimental data limitations to predict human performance and cognitive task outcomes

NJ Napoli, CL Stephens, KD Kennedy, LE Barnes… - Information …, 2023 - Elsevier
In the area of human performance and cognitive research, machine learning (ML) problems
become increasingly complex due to limitations in the experimental design, resulting in the …

Illuminating the neural landscape of pilot mental states: A convolutional neural network approach with Shapley additive explanations interpretability

I Alreshidi, D Bisandu, I Moulitsas - Sensors, 2023 - mdpi.com
Predicting pilots' mental states is a critical challenge in aviation safety and performance, with
electroencephalogram data offering a promising avenue for detection. However, the …