Detection of human activities using multi-layer convolutional neural network

Abstract Human Activity Recognition (HAR) plays a critical role in fields such as healthcare, sports, and human-computer interaction. However, achieving high accuracy and robustness remains a challenge, particularly when dealing with noisy sensor data from accelerometers and gyroscopes. This paper i...

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Bibliographic Details
Main Authors: Essam Abdellatef, Rasha M. Al-Makhlasawy, Wafaa A. Shalaby
Format: Article
Language:English
Published: Nature Portfolio 2025-02-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-90307-6
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