Advancing Healthcare and Elderly Activity Recognition: Active Machine and Deep Learning for Fine- Grained Heterogeneity Activity Recognition

Advancing Healthcare and Elderly Activity Recognition: Active Machine and Deep Learning for Fine- Grained Heterogeneity Activity Recognition

This research explores the potential of technologies in human activity recognition among the elderly population. More precisely, using sensor data and implementing Active Learning (AL), Machine Learning (ML), and Deep learning (DL) techniques for elderly activity recognition. Moreover, the study lev...

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Bibliographic Details
Main Authors: Sidra Abbas, Gabriel Avelino Sampedro, Shtwai Alsubai, Stephen Ojo, Ahmad S. Almadhor, Abdullah Al Hejaili, Lubomira Strazovska
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Active learning (AL)
elderly activity recognition
human activity recognition (HAR)
healthcare
deep learning (DL)
machine learning (ML)
Online Access:https://ieeexplore.ieee.org/document/10477420/

Internet

https://ieeexplore.ieee.org/document/10477420/

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