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Classical Machine Learning Versus Deep Learning for the Older Adults Free-Living Activity Classification

Physical activity has a strong influence on mental and physical health and is essential in healthy ageing and wellbeing for the ever-growing elderly population. Wearable sensors can provide a reliable and economical measure of activities of daily living (ADLs) by capturing movements through, e.g., a...

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Detalles Bibliográficos
Autores principales: Awais, Muhammad, Chiari, Lorenzo, Ihlen, Espen A. F., Helbostad, Jorunn L., Palmerini, Luca
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8309623/
https://www.ncbi.nlm.nih.gov/pubmed/34300409
http://dx.doi.org/10.3390/s21144669