Human Activity Recognition with Wearables using Federated Learning

Human Activity Recognition with Wearables using Federated Learning

The increasing use of Wearable devices opens up the use of a wide range of applications. Using different models, these devices can be of great use in Human Activity Recognition (HAR), where the main goal is to process information obtained from sensors located in them, especially in eHealth. The high...

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Bibliographic Details
Main Authors: Borche Jovanovski, Stefan Kalabakov, Daniel Denkovski, Valentin Rakovic, Bjarne Pfitzner, Orhan Konak, Bert Arnrich, Hristijan Gjoreski
Format: Article
Language:English
Published: Anhalt University of Applied Sciences 2023-03-01
Series:Proceedings of the International Conference on Applied Innovations in IT
Subjects:
activity recognition
machine learning
federated learning
deep learning
human activity recognition
deep neural network
Online Access:https://icaiit.org/paper.php?paper=11th_ICAIIT_1/2_9

Internet

https://icaiit.org/paper.php?paper=11th_ICAIIT_1/2_9

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