[PDF][PDF] A machine learning approach for stress detection using a wireless physical activity tracker

B Padmaja, VVR Prasad… - International Journal of …, 2018 - researchgate.net
Stress is a psychological condition that reduces the quality of sleep and affects every facet of
life. This paper provides an effective method for the detection of cognitive stress levels using …

Real-life stress level monitoring using smart bands in the light of contextual information

YS Can, N Chalabianloo, D Ekiz… - IEEE Sensors …, 2020 - ieeexplore.ieee.org
An automatic stress detection system that uses unobtrusive smart bands will contribute to
human health and well-being by alleviating the effects of high stress levels. However, there …

Unobtrusive stress detection on the basis of smartphone usage data

E Vildjiounaite, J Kallio, V Kyllönen… - Personal and Ubiquitous …, 2018 - Springer
Stress has become an important health problem, but existing stress detectors are
inconvenient in long-term real-life use because users either have to wear dedicated devices …

Machine learning approaches to automatic stress detection: A review

S Elzeiny, M Qaraqe - 2018 IEEE/ACS 15th International …, 2018 - ieeexplore.ieee.org
People experience mental stress on a daily basis from a variety of different reasons,
including environmental reasons (traffic, noise, or bad weather), social reasons (family …

Biomedical signal processing for health monitoring applications: a review

S Sonawani, K Patil… - International Journal of …, 2023 - inderscienceonline.com
Biomedical health monitoring systems are evolving rapidly and using non-invasive and cost
effective sensors. These systems can monitor physiological parameters of the body to …

Application of smart insoles for recognition of activities of daily living: a systematic review

L D'arco, G Mccalmont, H Wang, H Zheng - ACM Transactions on …, 2024 - dl.acm.org
Recent years have witnessed the increasing literature on using smart insoles in health and
well-being, and yet, their capability of daily living activity recognition has not been reviewed …

Recognition of stress levels among students with wearable sensors

A Hasanbasic, M Spahic, D Bosnjic… - 2019 18th …, 2019 - ieeexplore.ieee.org
Stress is an inevitable part of student life. The intense pressure of achieving high grades,
maintaining a social life, dealing with financial obligations while away from family home …

Mobile sensing for emotion recognition in smartphones: a literature review on non-intrusive methodologies

K Tzafilkou, AA Economides… - International Journal of …, 2022 - Taylor & Francis
This paper aims to provide the reader with a comprehensive background for understanding
current knowledge on the use of non-intrusive Mobile Sensing methodologies for emotion …

Iot-based multimodal analysis for smart education: Current status, challenges and opportunities

W Gan, MS Dao, K Zettsu, Y Sun - … of the 3rd ACM Workshop on …, 2022 - dl.acm.org
IoT-based multimodal learning analytics promises to obtain an in-depth understanding of the
learning process. It provides the insights for not only the explicit learning indicators but also …

Automation of stress recognition using subjective or objective measures

A Goyal, S Singh, D Vir, D Pershad - Psychological Studies, 2016 - Springer
Automation of stress recognition involves collecting stress-reflecting data and then using a
computational technique to estimate the stress level corresponding to that data. With the …