Papers Sleep Quality Prediction
“Sleep Quality Prediction” 태그가 달린 논문 4편 · 필터 해제
Sleep Quality Prediction from Wearables using Convolution Neural Networks and Ensemble Learning
Sleep is among the most important factors affecting one's daily performance, well-being, and life quality. Nevertheless, it became possible to measure it in daily life in an unobtrusive manner with wearable devices. Rath…
Activity RecognitionEnsemble LearningHeart Rate VariabilityHuman Activity Recognition+2Integration of Feature Selection Techniques using a Sleep Quality Dataset for Comparing Regression Algorithms
This research aims to examine the usefulness of integrating various feature selection methods with regression algorithms for sleep quality prediction. A publicly accessible sleep quality dataset is used to analyze the ef…
feature selectionPredictionregressionSleep Quality+1Sleep quality prediction in caregivers using physiological signals
Most caregivers of people with dementia (CPWD) experience a high degree of stress due to the demands of providing care, especially when addressing unpredictable behavioral and psychological symptoms of dementia. Such cha…
Heart Rate VariabilityPredictionSleep Quality PredictionImpact of Physical Activity on Sleep:A Deep Learning Based Exploration
The importance of sleep is paramount for maintaining physical, emotional and mental wellbeing. Though the relationship between sleep and physical activity is known to be important, it is not yet fully understood. The exp…
Activity RecognitionDeep LearningHuman Activity RecognitionSleep Quality+1