Dynamic clustering via branched deep learning enhances personalization of stress prediction from mobile sensor data

Dynamic clustering via branched deep learning enhances personalization of stress prediction from mobile sensor data

Abstract College students experience ever-increasing levels of stress, leading to a wide range of health problems. In this context, monitoring and predicting students’ stress levels is crucial and, fortunately, made possible by the growing support for data collection via mobile devices. However, pre...

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Bibliographic Details
Main Authors: Yunfei Luo, Iman Deznabi, Abhinav Shaw, Natcha Simsiri, Tauhidur Rahman, Madalina Fiterau
Format: Article
Language:English
Published: Nature Portfolio 2024-03-01
Series:Scientific Reports
Subjects:
Machine learning
Multitask learning
Stress prediction
Mobile computing
Online Access:https://doi.org/10.1038/s41598-024-56674-2

Internet

https://doi.org/10.1038/s41598-024-56674-2

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