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Comparison of Feature Learning Methods for Human Activity Recognition Using Wearable Sensors

Getting a good feature representation of data is paramount for Human Activity Recognition (HAR) using wearable sensors. An increasing number of feature learning approaches—in particular deep-learning based—have been proposed to extract an effective feature representation by analyzing large amounts o...

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Detalhes bibliográficos
Publicado no:Sensors (Basel)
Main Authors: Li, Frédéric, Shirahama, Kimiaki, Nisar, Muhammad Adeel, Köping, Lukas, Grzegorzek, Marcin
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5855052/
https://ncbi.nlm.nih.gov/pubmed/29495310
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s18020679
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