A novel method for classifying driver mental workload under naturalistic conditions with information from near-infrared spectroscopy

AS Le, H Aoki, F Murase, K Ishida - Frontiers in human neuroscience, 2018 - frontiersin.org
Driver cognitive distraction is a critical factor in road safety, and its evaluation, especially
under real conditions, presents challenges to researchers and engineers. In this study, we …

The impact of automation on air traffic controller's behaviors

Y Wang, R Hu, S Lin, M Schultz, D Delahaye - Aerospace, 2021 - mdpi.com
Air traffic controllers have to make quick decisions to keep air traffic safe. Their behaviors
have a significant impact on the operation of the air traffic management (ATM) system …

Estimation of mental workload using saccadic eye movements in a free-viewing task

S Tokuda, G Obinata, E Palmer… - … conference of the IEEE …, 2011 - ieeexplore.ieee.org
This study proposes a new method to automatically estimate a person's mental workload
(MWL) using a specific type of eye movements called saccadic intrusions (SI). Previously …

Quantitative modeling of user performance in multitasking environments

S Liu, CS Nam - Computers in Human Behavior, 2018 - Elsevier
Multitasking is one of the most important skills required for human operators to perform
highly-complex and safety-critical jobs. This study proposed and validated a quantitative …

[HTML][HTML] Microsaccades distinguish looking from seeing

E Krueger, A Schneider, BD Sawyer… - Journal of Eye …, 2019 - ncbi.nlm.nih.gov
Understanding our visual world requires both looking and seeing. Dissociation of these
processes can result in the phenomenon of inattentional blindness or 'looking without …

A comparison of artificial neural networks, logistic regressions, and classification trees for modeling mental workload in real-time

A Fong, C Sibley, A Cole, C Baldwin… - Proceedings of the …, 2010 - journals.sagepub.com
The use of eye metrics to predict the state of one's mental workload involves reliable and
accurate modeling techniques. This study assessed the workload classification accuracy of …

Exploring the impact of Stress and Cognitive Workload on Eye Movements: A Preliminary Study

E Del Carretto Di Ponti E Sessam - 2023 - webthesis.biblio.polito.it
The evolution of technology used in the service of human work has led to the development
of human-machine interaction (HMI) systems. They enable the performance of certain …

[PDF][PDF] Efeitos da experiência e das demandas cognitivas sobre a carga de trabalho mental durante a condução de automóvel: métodos de pupilometria

GA Silva - 2023 - repositorio.unesp.br
Com a variedade de dispositivos eletrônicos disponíveis no ambiente interno do carro,
aumentou-se a preocupação com a possibilidade desses equipamentos desviarem a …

Підвищення ефективності глобальної системи управління повітряним рухом

АВ Кургановський - 2023 - dspace.nau.edu.ua
Галузь зв'язку, навігації, спостереження та управління повітряним рухом CNS/ATM-
(Communication, Navigation, Surveillance and Air Traffic Management) та авіоніки CNS+ A …

Evaluation of mental workload based on pursuit eye movement

M Ishii, A Minochi, K Yamanaka… - … on Biometrics and …, 2013 - ieeexplore.ieee.org
Mental workload (MWL) has been an important concept in Human Factors. In a human-
machine system, MWL can explain operator errors at times. MWL is commonly measured by …