- Bookcover of Signal Classification
- Booktitle:
-
Signal Classification
Comparison of Different Feature Extraction and Machine Learning Algorithms for EMG Signal Classification
LAP LAMBERT Academic Publishing (2019-12-23 )
eligible for voucher
- ISBN-13:
978-620-0-49890-8
- ISBN-10:
- 6200498903
- EAN:
- 9786200498908
- Book language:
- Blurb/Shorttext:
- 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.
- Publishing house:
- LAP LAMBERT Academic Publishing
- Website:
- https://www.lap-publishing.com/
- By (author) :
- Emine Yaman
- Number of pages:
- 168
- Published on:
- 2019-12-23
- Stock:
- Available
- Category:
- Informatics, IT
- Price:
- 71.90 €
- Keywords:
- makine ogrenmesi, Machine Learning Algorithms, EMG Signal Classification, EMG signals, EMG
