This survey and roadmap identifies the lack of federated learning research on student mental health in education and maps short- and long-term directions to fill that gap.
Introducing wesad, a multimodal dataset for wearable stress and affect detection,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.CY 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
The Transition from Centralized Machine Learning to Federated Learning for Mental Health in Education: A Survey of Current Methods and Future Directions
This survey and roadmap identifies the lack of federated learning research on student mental health in education and maps short- and long-term directions to fill that gap.