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A Comparison of Machine Learning and Deep Learning Techniques for Activity Recognition using Mobile Devices

We have compared the performance of different machine learning techniques for human activity recognition. Experiments were made using a benchmark dataset where each subject wore a device in the pocket and another on the wrist. The dataset comprises thirteen activities, including physical activities,...

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Detalhes bibliográficos
Publicado no:Sensors (Basel)
Main Authors: Baldominos, Alejandro, Cervantes, Alejandro, Saez, Yago, Isasi, Pedro
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6386875/
https://ncbi.nlm.nih.gov/pubmed/30691177
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s19030521
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