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Federated Learning via Augmented Knowledge Distillation for Heterogenous Deep Human Activity Recognition Systems

Deep learning-based Human Activity Recognition (HAR) systems received a lot of interest for health monitoring and activity tracking on wearable devices. The availability of large and representative datasets is often a requirement for training accurate deep learning models. To keep private data on us...

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Detalles Bibliográficos
Autores principales: Gad, Gad, Fadlullah, Zubair
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9823596/
https://www.ncbi.nlm.nih.gov/pubmed/36616609
http://dx.doi.org/10.3390/s23010006

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