Tackling inter-subject variability in smartwatch data using factorization models

Abstract Smartwatches enable longitudinal and continuous data acquisition. This has the potential to remotely monitor (changes) of the health of users. However, differences among subjects (inter-subject variability) limit a model to generalize to unseen subjects. This study focused on binary classif...

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Үндсэн зохиолчид:	Arman Naseri, David M. J. Tax, Ivo van der Bilt, Marcel Reinders
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	Nature Portfolio 2025-07-01
Цуврал:	Scientific Reports
Нөхцлүүд:	Inter-subject variability Machine learning Smartwatch Neural networks
Онлайн хандалт:	https://doi.org/10.1038/s41598-025-12102-7
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!