Обложка Signal Classification
Название книги:

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-13:

978-620-0-49890-8

ISBN-10:
6200498903
EAN:
9786200498908
Язык Книги:
Английский
Краткое описание:
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.
Издательский Дом:
LAP LAMBERT Academic Publishing
Веб-сайт:
https://www.lap-publishing.com/
By (author) :
Emine Yaman
Количество страниц:
168
Опубликовано:
2019-12-23
Акции:
В наличии
Категория:
Информатика, ИТ
Цена:
71.90 €
Ключевые слова:
makine ogrenmesi, Machine Learning Algorithms, EMG Signal Classification, EMG signals, EMG

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