Challenges and opportunities in consumer neuroergonomics

AM Brouwer - Frontiers in Neuroergonomics, 2021 - frontiersin.org
As described in the Field Grand Challenge article of this journal (Dehais et al., 2020a),
Neuroergonomics is all about understanding the brain at work and in everyday life …

The five basic human senses evoke electrodermal activity

DS Bari, MNS Rammoo, HYY Aldosky, MK Jaqsi… - Sensors, 2023 - mdpi.com
Electrodermal activity (EDA) usually relates to variations in the electrical properties of palmar
or plantar skin sites. EDA responses, namely skin conductance responses (SCRs), skin …

[HTML][HTML] Multi-Attribute Task Battery configuration to effectively assess pilot performance deterioration during prolonged wakefulness

Y Kong, HF Posada-Quintero, D Gever… - Informatics in Medicine …, 2022 - Elsevier
Abstract Multi-Attribute Task Battery (MATB) simulates realistic and complex aviation-related
tasks a pilot routinely performs during flight. However, past studies using MATB have been …

[HTML][HTML] Wearables to detect independent variables, objective task performance, and metacognitive states

MS Daley, JB Bolkhovsky, R Markwald… - Machine Learning with …, 2024 - Elsevier
Wearable biometric tracking devices are becoming increasingly common, providing users
with physiological metrics such as heart rate variability (HRV) and skin conductance. We …

Caught in the act: Detecting respondent deceit and disinterest in on-line surveys. A case study using facial expression analysis

RW Hammond, C Parvanta… - Social Marketing …, 2022 - journals.sagepub.com
Background Much social marketing research is done on-line recruiting participants through
Amazon Mechanical Turk, vetted panel vendors, social media, or community sources. When …

[HTML][HTML] Archetypal physiological responses to prolonged wakefulness

MS Daley, K Diaz, HF Posada-Quintero, Y Kong… - … Signal Processing and …, 2022 - Elsevier
Acute sleep deprivation is a common workplace and lifestyle hazard known to affect
physiological and cognitive performance. Previous research emphasizes the effect that …

Vision-based estimation of fatigue and engagement in cognitive training sessions

Y Wang, A Turnbull, Y Xu, K Heffner, FV Lin… - Artificial Intelligence in …, 2024 - Elsevier
Computerized cognitive training (CCT) is a scalable, well-tolerated intervention that has
promise for slowing cognitive decline. The effectiveness of CCT is often affected by a lack of …

Sleep Disorders: Identifying Biomarkers and Clinical Applications

C Frange, FMS Coelho - Biomarkers in Neuropsychiatry: A Primer, 2023 - Springer
In recent years, there was a surge in interest for biomarkers in sleep disorders. In this
chapter we will focus on biomarkers with potential use in sleep disorders (eg, insufficient …

Detection of Students in Need of Immediate Care in Programming Classes using Machine-Learning Techniques

T Ohara, T Hashiyama, N Umezu - 2023 IEEE 12th Global …, 2023 - ieeexplore.ieee.org
In this study, we propose a novel method for detecting students who need immediate care by
the supervisors in a programming class using machine-learning techniques. The system …

[PDF][PDF] Machine Learning with Applications

MS Daley, JB Bolkhovsky, R Markwald, T Dunn - timothydunn.co
Wearable biometric tracking devices are becoming increasingly common, providing users
with physiological metrics such as heart rate variability (HRV) and skin conductance. We …