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...

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Bibliographic Details

Published in:	Medical & Biological Engineering & Computing Vol. 46; no. 6; pp. 519 - 528
Main Authors:	Yan Z, Wang Z, Xie H, Yan, Zhiguo, Wang, Zhizhong, Xie, Hongbo
Format:	research Journal Article
Published:	Springer Nature Jun2008
Online Access:	View this record in EBSCOhost