Active Machine Learning for Heterogeneity Activity Recognition Through Smartwatch Sensors

Active Machine Learning for Heterogeneity Activity Recognition Through Smartwatch Sensors

Smartwatches with cutting-edge sensors are becoming commonplace in our daily lives. Despite their widespread use, it can be challenging to interpret accelerometer and gyroscope data efficiently for Human Activity Recognition (HAR). This study explores active learning integrated with machine learning...

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Bibliographic Details
Main Authors: Sidra Abbas, Shtwai Alsubai, Muhammad Ibrar Ul Haque, Gabriel Avelino Sampedro, Ahmad Almadhor, Abdullah Al Hejaili, Iryna Ivanochko
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Active learning
machine learning
smart watch
wristwatch
activity recognition
gyroscope
Online Access:https://ieeexplore.ieee.org/document/10422809/

Internet

https://ieeexplore.ieee.org/document/10422809/

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