Browsing by Subject "Shrinkage"

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Article

Analysis of neuromuscular disorders using statistical and entropy metrics on surface EMG

Istenic, R.; Kaplanis, P. A.; Pattichis, Constantinos S.; Zazula, D. (2008)

This paper introduces the surface electromyogram (EMG) classification system based on statistical and entropy metrics. The system is intended for diagnostic use and enables classification of examined subject as normal, ...
Conference Object

Influence of isometric voluntary contraction on time and frequency domain parameters of surface EMG

Kaplanis, P. A.; Pattichis, Constantinos S.; Roberts, C. V. (2002)

The main objective of this paper was to investigate the effect of increase of isometric voluntary contraction (IVC) on surface EMG recorded from the Biceps Brachii (BB) muscle. Five different force levels (FL) were used: ...
Article

Wavelet estimators in nonparametric regression: A comparative simulation study

Antoniadis, Anestis; Bigot, J.; Sapatinas, Theofanis (2001)

Wavelet analysis has been found to be a powerful tool for the nonparametric estimation of spatially-variable objects. We discuss in detail wavelet methods in nonparametric regression, where the data are modelled as ...