Comparing Person-Specific and Independent Models on Subject-Dependent and Independent Human Activity Recognition Performance

The distinction between subject-dependent and subject-independent performance is ubiquitous in the human activity recognition (HAR) literature. We assess whether HAR models really do achieve better subject-dependent performance than subject-independent performance, whether a model trained with data...

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Detalhes bibliográficos

Principais autores:	Sebastian Scheurer, Salvatore Tedesco, Brendan O’Flynn, Kenneth N. Brown
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2020-06-01
coleção:	Sensors
Assuntos:	human activity recognition machine learning ensemble methods boosting bagging inertial sensors
Acesso em linha:	https://www.mdpi.com/1424-8220/20/13/3647
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