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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...

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Detalhes bibliográficos
Publicado no:Sensors (Basel)
Main Authors: Boyer, Philip, Burns, David, Whyne, Cari
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7957807/
https://ncbi.nlm.nih.gov/pubmed/33804317
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s21051669
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