Go to content
UR Home

Comparative Analysis between Individual, Centralized, and Federated Learning for Smartwatch Based Stress Detection

URN to cite this document:
DOI to cite this document:
Fauzi, Muhammad Ali ; Yang, Bian ; Blobel, Bernd
[img]License: Creative Commons Attribution 4.0
PDF - Published Version
Date of publication of this fulltext: 14 Feb 2023 14:43


Machine learning has been proven to provide good performances on stress detection tasks using multi-modal sensor data from a smartwatch. Generally, machine learning techniques need a sufficient amount of data to train a robust model. Thus, we need to collect data from several users and send them to a central server to feed the algorithm. However, the uploaded data may contain sensitive ...


Owner only: item control page
  1. Homepage UR

University Library

Publication Server


Publishing: oa@ur.de
0941 943 -4239 or -69394

Dissertations: dissertationen@ur.de
0941 943 -3904

Research data: datahub@ur.de
0941 943 -5707

Contact persons