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Out-of-Distribution Detection of Human Activity Recognition with Smartwatch Inertial Sensors
Out-of-distribution (OOD) in the context of Human Activity Recognition (HAR) refers to data from activity classes that are not represented in the training data of a Machine Learning (ML) algorithm. OOD data are a challenge to classify accurately for most ML algorithms, especially deep learning model...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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MDPI
2021
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7957807/ https://www.ncbi.nlm.nih.gov/pubmed/33804317 http://dx.doi.org/10.3390/s21051669 |