Individualized stress mobile sensing using self-supervised pre-training

T Islam, P Washington - Applied Sciences, 2023 - mdpi.com
Stress is widely recognized as a major contributor to a variety of health issues. Stress
prediction using biosignal data recorded by wearables is a key area of study in mobile …

[HTML][HTML] Ensemble machine learning model trained on a new synthesized dataset generalizes well for stress prediction using wearable devices

G Vos, K Trinh, Z Sarnyai, MR Azghadi - Journal of Biomedical Informatics, 2023 - Elsevier
Introduction: Advances in wearable sensor technology have enabled the collection of
biomarkers that may correlate with levels of elevated stress. While significant research has …

An improved subject-independent stress detection model applied to consumer-grade wearable devices

VT Ninh, MD Nguyen, S Smyth, MT Tran… - … Conference on Industrial …, 2022 - Springer
Stress is a complex issue with wide ranging physical and psychological impacts on human
daily performance. Specifically, acute stress detection is becoming a valuable application in …

[HTML][HTML] Personalization of convolutional neural networks within the stress detection task using heart rate variability data

MO Dobrokhvalov, AY Filatov - Научно-технический вестник …, 2023 - cyberleninka.ru
Stress detection is an active area of research with important implications for personal,
occupational, and social health. Most modern approaches use features computed from …

Perspectives of Digital Marketing for the Restaurant Industry

MB Talukder, S Kumar, IR Das - Advancements in Socialized and …, 2024 - igi-global.com
Digital marketing tactics are now an essential part of the restaurant business. They offer a
variety of ways to connect with customers, build a brand, and grow the business. This …

Feasibility of Using an Armband Optical Heart Rate Sensor in Naturalistic Environment

H Yu, M Kotlyar, S Dufresne, P Thuras… - … 2023: Kohala Coast …, 2022 - World Scientific
Consumer-grade heart rate (HR) sensors including chest straps, wrist-worn watches and
rings have become very popular in recent years for tracking individual physiological state …

Stress detection in lifelog data for improved personalized lifelog retrieval system

VT Ninh - 2023 - doras.dcu.ie
Stress can be categorized into acute and chronic types, with acute stress having short-term
positive effects in managing hazardous situations, while chronic stress can adversely impact …

Two-branch Convolutional Networks for Stress Detection from Biomedical Data

MO Dobrokhvalov, AY Filatov - 2024 XXVII International …, 2024 - ieeexplore.ieee.org
Stress is considered one of the main causes of health problems. Combining physiological
signals from multiple modalities is a promising method for more accurately determining a …