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Ablation Analysis to Select Wearable Sensors for Classifying Standing, Walking, and Running †

The field of human activity recognition (HAR) often utilizes wearable sensors and machine learning techniques in order to identify the actions of the subject. This paper considers the activity recognition of walking and running while using a support vector machine (SVM) that was trained on principal...

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Detalles Bibliográficos
Autores principales: Gonzalez, Sarah, Stegall, Paul, Edwards, Harvey, Stirling, Leia, Siu, Ho Chit
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7796131/
https://www.ncbi.nlm.nih.gov/pubmed/33396734
http://dx.doi.org/10.3390/s21010194