Assessment of mental workload: a comparison of machine learning methods and subjective assessment techniques
Mental workload (MWL) measurement is a complex multidisciplinary research field. In the
last 50 years of research endeavour, MWL measurement has mainly produced theory-driven …
last 50 years of research endeavour, MWL measurement has mainly produced theory-driven …
Eye-gaze metrics for cognitive load detection on a driving simulator
Automated driving systems (ADSs) are becoming ubiquitous to reduce the workload of
drivers and improve road safety. However, present-day ADS lacks accurate and effective …
drivers and improve road safety. However, present-day ADS lacks accurate and effective …
Tracking the progression of reading using eye-gaze point measurements and hidden markov models
S Bottos, B Balasingam - IEEE Transactions on Instrumentation …, 2020 - ieeexplore.ieee.org
In this article, we consider the problem of tracking the eye gaze of individuals while they
engage in reading. In particular, we develop the ways to accurately track the line being read …
engage in reading. In particular, we develop the ways to accurately track the line being read …
[PDF][PDF] Uncertainty-aware visual workload estimation for human-robot teams
Human-robot teams operate in uncertain environments and need to accomplish a wide
range of tasks. A dynamic understanding of the human's workload can enable fluid …
range of tasks. A dynamic understanding of the human's workload can enable fluid …
A context-driven framework for proactive decision support with applications
Major challenges anticipated in the future C 4 ISR (command, control, communications,
computers, intelligence, surveillance, and reconnaissance) operations involve rapid mission …
computers, intelligence, surveillance, and reconnaissance) operations involve rapid mission …
Analysing the impact of machine learning to model subjective mental workload: a case study in third-level education
K Moustafa, L Longo - Human Mental Workload: Models and Applications …, 2019 - Springer
Mental workload measurement is a complex multidisciplinary research area that includes
both the theoretical and practical development of models. These models are aimed at …
both the theoretical and practical development of models. These models are aimed at …
A novel slip-Kalman filter to track the progression of reading through eye-gaze measurements
S Bottos, B Balasingam - 2019 IEEE Global Conference on …, 2019 - ieeexplore.ieee.org
In this paper, we propose an approach to track the progression of eye-gaze while reading a
block of text on computer screen. The proposed approach will help to accurately quantify …
block of text on computer screen. The proposed approach will help to accurately quantify …
Cognitive context detection for adaptive automation
An important research challenge in Human Machine Systems (HMS) is to create machines
that are able to better understand human behavior so that the overall efficiency of the HMS …
that are able to better understand human behavior so that the overall efficiency of the HMS …
Cognitive fatigue assessment in operational settings: a review and UAS implications
Recent technological improvements allow UAS (Unmanned Aircraft System) operators to
carry out increasingly long missions. Shift work was introduced during long-endurance …
carry out increasingly long missions. Shift work was introduced during long-endurance …
Tracking the progression of reading through eye-gaze measurements
S Bottos, B Balasingam - 2019 22th International Conference …, 2019 - ieeexplore.ieee.org
In this paper we consider the problem of tracking the progression of reading through eye-
gaze measurements. Such an algorithm is novel and will ultimately help to develop a …
gaze measurements. Such an algorithm is novel and will ultimately help to develop a …