Eve A Riskin

GLOBEM: Cross-Dataset Generalization of Longitudinal Human Behavior Modeling

There is a growing body of research revealing that longitudinal passive sensing data from smartphones and wearable devices can capture daily behavior signals for human behavior modeling, such as depression detection. Most prior studies build and evaluate machine learning models using data collected from a single popul…