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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Detalles Bibliográficos
Autores principales: Schmid, Maurizio, Riganti-Fulginei, Francesco, Bernabucci, Ivan, Laudani, Antonino, Bibbo, Daniele, Muscillo, Rossana, Salvini, Alessandro, Conforto, Silvia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2013
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3860084/
https://www.ncbi.nlm.nih.gov/pubmed/24376469
http://dx.doi.org/10.1155/2013/343084

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