What question did this study set out to answer?

To develop a personalized model for stress recognition that can adapt to individual differences among users.

February 2, 2026

Variational Instance-Adaptive Personalized Stress Recognition Based on Wearable Sensor Signals

Key Points

To develop a personalized model for stress recognition that can adapt to individual differences among users.
Introduced VIAStress model for stress recognition
Analyzed data from wearable sensors
Evaluated adaptability and robustness across different users
VIAStress shows strong adaptability to individual variability
Demonstrated robust performance in recognizing stress signals
Supports development of effective personalized stress management solutions

Abstract

This study introduces VIAStress, a personalized stress recognition model designed to address the practical challenges of inter-individual variability. The results show that VIAStress exhibits strong adaptability and robustness to user differences, supporting the development of more effective and personalized stress management solutions.

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Cite This Study

Xu et al. (Thu,) studied this question.

synapsesocial.com/papers/6980fbf6c1c9540dea80dc33 https://doi.org/https://doi.org/10.1109/tbme.2026.3653495

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