A Comparative Study on the Influence of Undersampling and Oversampling Techniques for the Classification of Physical Activities Using an Imbalanced Accelerometer Dataset

Accelerometer data collected from wearable devices have recently been used to monitor physical activities (PAs) in daily life. While the intensity of PAs can be distinguished with a cut-off approach, it is important to discriminate different behaviors with similar accelerometry patterns to estimate...

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Detalles Bibliográficos
Autores principales: Jeong, Dong-Hwa, Kim, Se-Eun, Choi, Woo-Hyeok, Ahn, Seong-Ho
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9319570/
https://www.ncbi.nlm.nih.gov/pubmed/35885782
http://dx.doi.org/10.3390/healthcare10071255

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9319570/
https://www.ncbi.nlm.nih.gov/pubmed/35885782
http://dx.doi.org/10.3390/healthcare10071255

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