Mental stress assessment in the workplace: a review

G Masri, F Al-Shargie, U Tariq… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Workers with demanding jobs are at risk of experiencing mental stress, leading to decreased
performance, mental illness, and disrupted sleep. To detect elevated stress levels in the …

[HTML][HTML] An interpretable machine learning approach to multimodal stress detection in a simulated office environment

M Naegelin, RP Weibel, JI Kerr, VR Schinazi… - Journal of biomedical …, 2023 - Elsevier
Background and objective: Work-related stress affects a large part of today's workforce and
is known to have detrimental effects on physical and mental health. Continuous and …

[HTML][HTML] A New Era in Stress Monitoring: A Review of Embedded Devices and Tools for Detecting Stress in the Workplace

J Kafková, P Kuchár, R Pirník, M Skuba, T Tichý, J Brož - Electronics, 2024 - mdpi.com
Detection of stress and the development of innovative platforms for stress monitoring have
attracted significant attention in recent years due to the growing awareness of the harmful …

[HTML][HTML] Machine and deep learning applications to mouse dynamics for continuous user authentication

N Siddiqui, R Dave, M Vanamala, N Seliya - Machine Learning and …, 2022 - mdpi.com
Static authentication methods, like passwords, grow increasingly weak with advancements
in technology and attack strategies. Continuous authentication has been proposed as a …

[HTML][HTML] Is mouse dynamics information credible for user behavior research? An empirical investigation

E Kuric, P Demcak, M Krajcovic, P Nemcek - Computer Standards & …, 2024 - Elsevier
Mouse dynamics, information on user's interaction with a computer mouse, are in vogue in
machine learning for purposes such as recommendations, personalization, prediction of …

Continuous user authentication using mouse dynamics, machine learning, and minecraft

N Siddiqui, R Dave, N Seliya - 2021 International Conference …, 2021 - ieeexplore.ieee.org
Mouse dynamics has grown in popularity as a novel, irreproducible behavioral biometric.
Datasets which contain general, unrestricted mouse movements from users are sparse in …

Automated multimodal stress detection in computer office workspace

T Androutsou, S Angelopoulos, E Hristoforou… - Electronics, 2023 - mdpi.com
Nowadays, changes in the conditions and nature of the workplace make it imperative to
create unobtrusive systems for the automatic detection of occupational stress, which can be …

Detection of operator fatigue in the main control room of a nuclear power plant based on eye blink rate, PERCLOS and mouse velocity

L Dai, Y Li, M Zhang - Applied Sciences, 2023 - mdpi.com
Fatigue affects operators' safe operation in a nuclear power plant's (NPP) main control room
(MCR). An accurate and rapid detection of operators' fatigue status is significant to safe …

Dual-function integrated emotion-based music classification system using features from physiological signals

HG Kim, GY Lee, MS Kim - IEEE Transactions on Consumer …, 2021 - ieeexplore.ieee.org
In this paper, we propose an emotion-based music classification system using features from
physiological signals. The proposed system integrates two functions; the first uses …

Show me how you use your mouse and I tell you how you feel? Sensing affect with the computer mouse

P Freihaut, AS Göritz - IEEE Transactions on Affective …, 2024 - ieeexplore.ieee.org
Computer mouse tracking is a simple and cost-efficient way to gather continuous behavioral
data. As theory suggests a relationship between affect and sensorimotor processes, the …