Capa do livro de Signal Classification
Título do livro:

Signal Classification

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

LAP LAMBERT Academic Publishing (2019-12-23 )

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ISBN- 1 3:

978-620-0-49890-8

ISBN- 1 0:
6200498903
EAN:
9786200498908
Idioma do livro:
Inglês
Anotações e citações/ texto breve:
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.
Editora:
LAP LAMBERT Academic Publishing
Website:
https://www.lap-publishing.com/
Por (autor):
Emine Yaman
Número de páginas:
168
Publicado em:
2019-12-23
Stock:
Disponível
Categoria:
Informática, IT
Preço:
71.90 €
Palavras chave:
makine ogrenmesi, Machine Learning Algorithms, EMG Signal Classification, EMG signals, EMG

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