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Comparative Analysis between Individual, Centralized, and Federated Learning for Smartwatch Based Stress Detection
Machine learning has been proven to provide good performances on stress detection tasks using multi-modal sensor data from a smartwatch. Generally, machine learning techniques need a sufficient amount of data to train a robust model. Thus, we need to collect data from several users and send them to...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
MDPI
2022
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9605246/ https://www.ncbi.nlm.nih.gov/pubmed/36294724 http://dx.doi.org/10.3390/jpm12101584 |