Author

Yizhi Wu

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#machine learning Preprint Aug 2026

Predicting Symptoms of Amotivation and Anhedonia among University Students with a Novel Oversampling Method

A novel and effective oversampling method that leverages a predictive model to generate nominal variables, rather than interpolating them and is significantly better than existing oversampling approaches in predicting elevated symptoms of amotivation and anhedonia.

Dang Nguyen, Bao Duong, Arun Kumar et al. · 0 citations

#machine learning Preprint Aug 2026

SMOTE-VAR: An Uncertainty-Aware Oversampling Method for Predicting Depression Remission in University Students

By improving the reliable identification of non-responders, the method provides a robust computational tool to help clinicians rapidly pivot to adjunctive therapies, thereby personalizing and optimizing mental health care pathways.

Dang Nguyen, V. ArunKumarA., Taylor A. Braund et al. · 0 citations