A review on mental stress detection using wearable sensors and machine learning techniques
Stress is an escalated psycho-physiological state of the human body emerging in response
to a challenging event or a demanding condition. Environmental factors that trigger stress …
to a challenging event or a demanding condition. Environmental factors that trigger stress …
A review on mental stress assessment methods using EEG signals
Mental stress is one of the serious factors that lead to many health problems. Scientists and
physicians have developed various tools to assess the level of mental stress in its early …
physicians have developed various tools to assess the level of mental stress in its early …
An empirical study on modeling and prediction of bitcoin prices with bayesian neural networks based on blockchain information
Bitcoin has recently attracted considerable attention in the fields of economics, cryptography,
and computer science due to its inherent nature of combining encryption technology and …
and computer science due to its inherent nature of combining encryption technology and …
Evolutionary inspired approach for mental stress detection using EEG signal
Stress is a pensive issue in our competitive world and it has a huge impact on physical and
mental health. Severe health issues may arise due to long exposure of stress. Hence, its …
mental health. Severe health issues may arise due to long exposure of stress. Hence, its …
A comprehensive review and analysis of supervised-learning and soft computing techniques for stress diagnosis in humans
Stress is the most prevailing and global psychological condition that inevitably disrupts the
mood and behavior of individuals. Chronic stress may gravely affect the physical, mental …
mood and behavior of individuals. Chronic stress may gravely affect the physical, mental …
[HTML][HTML] How can machine learning be used in stress management: A systematic literature review of applications in workplaces and education
In today's competitive and rival world, stress has emerged to be an integral part of every
person's life which affects an individual directly or indirectly in many ways. The COVID-19 …
person's life which affects an individual directly or indirectly in many ways. The COVID-19 …
Human stress classification using EEG signals in response to music tracks
Stress is inevitably experienced by almost every person at some stage of their life. A reliable
and accurate measurement of stress can give an estimate of an individual's stress burden. It …
and accurate measurement of stress can give an estimate of an individual's stress burden. It …
Classification of perceived mental stress using a commercially available EEG headband
Human stress is a serious health concern, which must be addressed with appropriate
actions for a healthy society. This paper presents an experimental study to ascertain the …
actions for a healthy society. This paper presents an experimental study to ascertain the …
A survey of machine learning techniques in physiology based mental stress detection systems
SS Panicker, P Gayathri - Biocybernetics and Biomedical Engineering, 2019 - Elsevier
Various automated/semi-automated medical diagnosis systems based on human physiology
have been gaining enormous popularity and importance in recent years. Physiological …
have been gaining enormous popularity and importance in recent years. Physiological …
Applications of artificial intelligence− machine learning for detection of stress: a critical overview
Psychological distress is a major contributor to human physiology and pathophysiology, and
it has been linked to several conditions, such as auto-immune diseases, metabolic …
it has been linked to several conditions, such as auto-immune diseases, metabolic …