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An Expert System Based on Fisher Score and LS-SVM for Cardiac Arrhythmia Diagnosis

An expert system having two stages is proposed for cardiac arrhythmia diagnosis. In the first stage, Fisher score is used for feature selection to reduce the feature space dimension of a data set. The second stage is classification stage in which least squares support vector machines classifier is p...

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Detalles Bibliográficos
Autor principal: Yılmaz, Ersen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3703880/
https://www.ncbi.nlm.nih.gov/pubmed/23861726
http://dx.doi.org/10.1155/2013/849674