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cs.LG2026
AdaptStress: Online Adaptive Learning for Interpretable and Personalized Stress Prediction Using Multivariate and Sparse Physiological Signals
Xueyi Wang, Claudine J. C. Lamoth, Elisabeth Wilhelm
Continuous stress forecasting could potentially contribute to lifestyle interventions. This paper presents a novel, explainable, and individualized approach for stress prediction u…
cs.LG2025
Individualized and Interpretable Sleep Forecasting via a Two-Stage Adaptive Spatial-Temporal Model
Xueyi Wang, Claudine J. C. Lamoth, Elisabeth Wilhelm
Sleep quality impacts well-being. Therefore, healthcare providers and individuals need accessible and reliable forecasting tools for preventive interventions. This paper introduces…