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 …
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
Introduction: Advances in wearable sensor technology have enabled the collection of
biomarkers that may correlate with levels of elevated stress. While significant research has …
biomarkers that may correlate with levels of elevated stress. While significant research has …
Personalization of stress mobile sensing using self-supervised learning
T Islam, P Washington - ar** a deep learning model for recognizing mental stress levels using the …
An improved subject-independent stress detection model applied to consumer-grade wearable devices
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 …
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
Stress detection is an active area of research with important implications for personal,
occupational, and social health. Most modern approaches use features computed from …
occupational, and social health. Most modern approaches use features computed from …
Perspectives of Digital Marketing for the Restaurant Industry
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 …
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
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 …
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 …
positive effects in managing hazardous situations, while chronic stress can adversely impact …
Two-branch Convolutional Networks for Stress Detection from Biomedical Data
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 …
signals from multiple modalities is a promising method for more accurately determining a …