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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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Podrobná bibliografie
Vydáno v:Sensors (Basel)
Hlavní autoři: Gao, Xile, Luo, Haiyong, Wang, Qu, Zhao, Fang, Ye, Langlang, Zhang, Yuexia
Médium: Artigo
Jazyk:Inglês
Vydáno: MDPI 2019
Témata:
On-line přístup: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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