Psychological stress detection from cross-media microblog data using deep sparse neural network

H Lin, J Jia, Q Guo, Y Xue, J Huang… - … on multimedia and …, 2014 - ieeexplore.ieee.org
Long-term stress may lead to many severe physical and mental problems. Traditional
psychological stress detection usually relies on the active individual participation, which …

Pervasive and unobtrusive emotion sensing for human mental health

R Guo, S Li, L He, W Gao, H Qi… - 2013 7th international …, 2013 - ieeexplore.ieee.org
In this paper, we present a pervasive and unobtrusive system for sensing human emotions,
which are inferred based on the recording, processing, and analysis of the Galvanic Skin …

A system to detect mental stress using machine learning and mobile development

C Vuppalapati, N Raghu, P Veluru… - … on machine learning …, 2018 - ieeexplore.ieee.org
Hans Selye 1 coined, in 1936, the term “Stress” and definedit as “the non-specific response
of the body to any demand for change.” Stress was generallyconsidered as being …

[HTML][HTML] A novel method for detecting psychological stress at tweet level using neighborhood tweets

P Kvtkn, T Ramakrishnudu - Journal of King Saud University-Computer and …, 2022 - Elsevier
There is an increasing interest in the study of detecting psychological stress from the social
media like Twitter. However, Twitter has a limitation on the number of characters used per …

A predictive model for stress recognition in desk jobs

W Sanchez, A Martinez, Y Hernandez… - Journal of Ambient …, 2023 - Springer
Job stress is an important phenomenon, which affects many people around the world and
impacts the performance and success of companies. It has an economic impact amounting …

deStress: Mobile and remote stress monitoring, alleviation, and management platform

J Zhang, H Tang, D Chen… - 2012 IEEE global …, 2012 - ieeexplore.ieee.org
Excessive stress may lead to health problems like headache, trouble sleeping, depression
and chronic diseases such as cardiovascular and cerebrovascular diseases. In this paper …

FEEL: A system for frequent event and electrodermal activity labeling

Y Ayzenberg, RW Picard - IEEE journal of biomedical and …, 2013 - ieeexplore.ieee.org
The wide availability of low-cost wearable biophysiological sensors enables us to measure
how the environment and our experiences impact our physiology. This creates a challenge …

Towards job stress recognition based on behavior and physiological features

W Sanchez, A Martinez, M Gonzalez - … , PA, USA, November 7–10, 2017 …, 2017 - Springer
Nowadays, job stress is very common and it has a high cost in terms of employees' health,
absenteeism and lower performance. It is so big the impact of this psychological disease that …

Modeling Gold Standard Moment-to-Moment Ratings of Perception of Stress from Audio Recordings

EH Nirjhar, T Chaspari - IEEE Transactions on Affective …, 2024 - ieeexplore.ieee.org
Enabling continuous and unobtrusive monitoring of stress is essential for delivering
personalized stress interventions at opportune moments. To achieve automatic stress …

[HTML][HTML] Semi-supervised approach for tweet-level stress detection

P KVTKN, T Ramakrishnudu - Natural Language Processing Journal, 2023 - Elsevier
Psychological stress detection through social media has caught the interest of researchers
due to the emergence of social media platforms like Twitter as major data sources to solicit …