Performance evaluation of multivariate statistical techniques using edge-enabled optimisation for change detection in activity monitoring

Abstract The monitoring of human activities using simple body worn sensors is an important and emerging area of research in machine learning. The sensors capture a large amount of data in a short period of Time in a relatively un-obtrusive manner. The sensor data might have different transitions to...

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Detalhes bibliográficos

Principais autores:	Naveed Khan, Sally McClean, Shuai Zhang, Chris Nugent
Formato:	Artigo
Idioma:	Inglês
Publicado em:	SpringerOpen 2023-06-01
coleção:	Journal of Cloud Computing: Advances, Systems and Applications
Assuntos:	Multivariate exponentially weighted moving average Genetic algorithm Multivariate cumulative sum Particle swarm optimization
Acesso em linha:	https://doi.org/10.1186/s13677-023-00467-x
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