Human activity recognition based on machine learning classification of smartwatch accelerometer dataset

Human activity recognition based on machine learning classification of smartwatch accelerometer dataset

This paper presents two Machine Learning models that classify time series data given from smartwatch accelerometer of observed subjects. For the purpose of classification we use Deep Neural Network and Random Forest classifier algorithms. The comparison of both models shows that they have similar pe...

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Bibliographic Details
Main Authors: Radivojević Dušan S., Mirkov Nikola S., Maletić Slobodan
Format: Article
Language:English
Published: University of Belgrade - Faculty of Mechanical Engineering, Belgrade 2021-01-01
Series:FME Transactions
Subjects:
human activity recognition
machine learning
smartwatch
Online Access:https://scindeks-clanci.ceon.rs/data/pdf/1451-2092/2021/1451-20922101225R.pdf

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