Weighted LS-SVM for function estimation applied to artifact removal in bio-signal processing

Weighted LS-SVM is normally used for function estimation from highly corrupted data in order to decrease the impact of outliers. However, this method is limited in size and big time series should be segmented in smaller groups. Therefore, border discontinuities represent a problem in the final estim...

Descripción completa

Detalles Bibliográficos
Autores Principales: Caicedo Dorado, Alexander, Van Huffel, Sabina
Formato: Artículo (Article)
Lenguaje:Inglés (English)
Publicado: Engineering in Medicine and Biology Society 2010
Acceso en línea:https://repository.urosario.edu.co/handle/10336/28431
https//doi.org 10.1109/IEMBS.2010.5627628