A Reproducible Stress Prediction Pipeline with Mobile Sensor Data
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Sleep & Stress MonitoringBiosensors & Physiological Monitoring
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Research Questions
3- How can stress prediction models on mobile devices achieve independent reproducibility and generalization?Category: Gesture and Pose Sensing Model Performance and AccuracySimilar questionsarrow_forward
- How do pipeline factors such as label encoding and feature selection affect stress prediction model performance?Category: Gesture and Pose Sensing Model Performance and AccuracySimilar questionsarrow_forward
- Can a user-engagement strategy combining historical label data optimize performance in stress prediction?Category: Gesture and Pose Sensing Model Performance and AccuracySimilar questionsarrow_forward
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Practical Problems
1- College students' stress affects mental health, and existing prediction systems are insufficiently reliable.Category: Gesture and Pose Sensing Model Performance and AccuracySimilar questionsarrow_forward
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UbiComp
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Year
2024
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5 authors
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Sleep & Stress Monitoring, Biosensors & Physiological Monitoring
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