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Classification of Aggressive Behaviors Based on sEMG Feature Extraction and Machine Learning Algorithm

New surface electromyography (sEMG) feature extraction approach combined with Empirical Mode Decomposition (EMD) and Dispersion Entropy (DisEn) is proposed for classifying aggressive and normal behaviors from sEMG data. In this study, we used the sEMG physical action dataset from the UC Irvine Machi...

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Gorde:
Xehetasun bibliografikoak
Argitaratua izan da:Innov Aging
Egile Nagusiak: Kim, Youngjun, David, Uchechukuwu, Noh, Yeonsik
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: Oxford University Press 2020
Gaiak:
Sarrera elektronikoa:https://ncbi.nlm.nih.gov/pmc/articles/PMC7743341/
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/geroni/igaa057.2262
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