The steps of applying RF algorithm.

The steps of applying RF algorithm.

<div><p>Control room operators encounter a substantial risk of mental fatigue, which can reduce their human reliability by diminishing concentration and responsiveness, leading to unsafe operations. There is value in detection of individuals’ mental fatigue status in the workplace. This...

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Bibliographic Details
Main Author: Zuzhen Ji (17593348) (author)
Other Authors: Xian Xie (9622804) (author), Enjing Jiang (21029913) (author), Yuchen Wang (2036299) (author), Bohan Min (21029916) (author), Shuanghua Yang (16940404) (author), Yong Chen (109188) (author), Dirk Pons (21029919) (author)
Published: 2025
Subjects:
Biotechnology
Cancer
Mental Health
Space Science
Biological Sciences not elsewhere classified
Mathematical Sciences not elsewhere classified
Information Systems not elsewhere classified
individuals &# 8217
g ., electrocardiograms
deep residual network
gradient boosting machine
assess fatigue states
process system operations
mfd typically rely
collect facial data
mental fatigue status
machine learning model
combines computer vision
existing mfd methods
mental fatigue detection
mental fatigue
machine learning
computer vision
fatigue analysis
unsafe operations
traditional methods
dimensional data
biological data
substantial risk
study introduces
results show
require operators
real situation
random forest
proposed method
new method
human reliability
diminishing concentration
constant contact
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