Joint application of rough set-based feature reduction and Fuzzy LS-SVM classifier in motion classification.
This paper presents an effective classification scheme consisting of the rough set theory (RST)-based feature selection and the fuzzy least squares support vector machine (LS-SVM) classifier for the surface electromyographic (sEMG)-based motion classification. The wavelet packet transform (WPT) is e...
| Publicado en: | Medical & Biological Engineering & Computing Vol. 46; no. 6; pp. 519 - 528 |
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| Autores principales: | , , , , , |
| Formato: | research Journal Article |
| Publicado: |
Springer Nature
Jun2008
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| Acceso en línea: | Ver este registro en EBSCOhost |