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...

Celý popis

Uloženo v:
Podrobná bibliografie
Hlavní autoři: Schmid, Maurizio, Riganti-Fulginei, Francesco, Bernabucci, Ivan, Laudani, Antonino, Bibbo, Daniele, Muscillo, Rossana, Salvini, Alessandro, Conforto, Silvia
Médium: Artigo
Jazyk:Inglês
Vydáno: Hindawi Publishing Corporation 2013
Témata:
Research Article
On-line přístup: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
Tagy: Přidat tag
Žádné tagy, Buďte první, kdo otaguje tento záznam!

Podobné jednotky