SVM versus MAP on Accelerometer Data to Distinguish among Locomotor Activities Executed at Different Speeds

Two approaches to the classification of different locomotor activities performed at various speeds are here presented and evaluated: a maximum a posteriori (MAP) Bayes' classification scheme and a Support Vector Machine (SVM) are applied on a 2D projection of 16 features extracted from accelero...

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Detalhes bibliográficos
Main Authors: Schmid, Maurizio, Riganti-Fulginei, Francesco, Bernabucci, Ivan, Laudani, Antonino, Bibbo, Daniele, Muscillo, Rossana, Salvini, Alessandro, Conforto, Silvia
Formato: Artigo
Idioma:Inglês
Publicado em: Hindawi Publishing Corporation 2013
Assuntos:
Research Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3860084/
https://ncbi.nlm.nih.gov/pubmed/24376469
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2013/343084
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