Buchcover von Signal Classification
Buchtitel:

Signal Classification

Comparison of Different Feature Extraction and Machine Learning Algorithms for EMG Signal Classification

LAP LAMBERT Academic Publishing (23.12.2019 )

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ISBN-13:

978-620-0-49890-8

ISBN-10:
6200498903
EAN:
9786200498908
Buchsprache:
Englisch
Klappentext:
In this study the EMG data that are collected from 25 subjects were analyzed. Two separate groups of myopathy and ALS patients and a control group are the participants of the research. Both females and males are included in the all groups. We preprocessed the EMG signals and used autoregressive method (AR) and discrete wavelet method (DWT) for feature extraction. Features are applied to various classification algorithms, namely Multilayer perceptron, C 4,5, CART, K-NN, Random forest tree.
Verlag:
LAP LAMBERT Academic Publishing
Webseite:
https://www.lap-publishing.com/
von (Autor):
Emine Yaman
Seitenanzahl:
168
Veröffentlicht am:
23.12.2019
Lagerbestand:
Lieferbar
Kategorie:
Informatik, EDV
Preis:
396,17 R$
Stichworte:
makine ogrenmesi, Machine Learning Algorithms, EMG Signal Classification, EMG signals, EMG

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