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An Efficient and Lightweight Deep Learning Model for Human Activity Recognition Using Smartphones

Traditional pattern recognition approaches have gained a lot of popularity. However, these are largely dependent upon manual feature extraction, which makes the generalized model obscure. The sequences of accelerometer data recorded can be classified by specialized smartphones into well known moveme...

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Detalhes bibliográficos
Publicado no:Sensors (Basel)
Main Authors: Ankita, Rani, Shalli, Babbar, Himanshi, Coleman, Sonya, Singh, Aman, Aljahdali, Hani Moaiteq
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8199714/
https://ncbi.nlm.nih.gov/pubmed/34199559
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s21113845
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