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A Cascade Ensemble Learning Model for Human Activity Recognition with Smartphones

Human activity recognition (HAR) has gained lots of attention in recent years due to its high demand in different domains. In this paper, a novel HAR system based on a cascade ensemble learning (CELearning) model is proposed. Each layer of the proposed model is comprised of Extremely Gradient Boosti...

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Detalhes bibliográficos
Publicado no:Sensors (Basel)
Main Authors: Xu, Shoujiang, Tang, Qingfeng, Jin, Linpeng, Pan, Zhigeng
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6566970/
https://ncbi.nlm.nih.gov/pubmed/31109126
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s19102307
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