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A Human Activity Recognition Algorithm Based on Stacking Denoising Autoencoder and LightGBM

Recently, the demand for human activity recognition has become more and more urgent. It is widely used in indoor positioning, medical monitoring, safe driving, etc. Existing activity recognition approaches require either the location information of the sensors or the specific domain knowledge, which...

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Detalhes bibliográficos
Publicado no:Sensors (Basel)
Main Authors: Gao, Xile, Luo, Haiyong, Wang, Qu, Zhao, Fang, Ye, Langlang, Zhang, Yuexia
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6412893/
https://ncbi.nlm.nih.gov/pubmed/30813418
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s19040947
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