Copertina di Signal Classification
Titolo del libro:

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
Lingua del libro:
Inglese
Risvolto di copertina:
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.
Casa editrice:
LAP LAMBERT Academic Publishing
Sito Web:
https://www.lap-publishing.com/
Da (autore):
Emine Yaman
Numero di pagine:
168
Pubblicato il:
23.12.2019
Giacenza di magazzino:
Disponibile
categoria:
Informatica, Elaborazione elettronica dati
Prezzo:
71,90 €
Parole chiave:
makine ogrenmesi, Machine Learning Algorithms, EMG Signal Classification, EMG signals, EMG

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