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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...
Autores principales: | Scheurer, Sebastian, Tedesco, Salvatore, O’Flynn, Brendan, Brown, Kenneth N. |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7374316/ https://www.ncbi.nlm.nih.gov/pubmed/32610614 http://dx.doi.org/10.3390/s20133647 |
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