Improved empirical mode decomposition bagging RCSP combined with Fisher discriminant method for EEG feature extraction and classification

Improved empirical mode decomposition bagging RCSP combined with Fisher discriminant method for EEG feature extraction and classification

Background: Traditional Common Spatial Pattern (CSP) algorithms for Electroencephalogram (EEG) signal classification are sensitive to noise and can produce low accuracy in small sample datasets. New method: To solve the problem, an improved Empirical Mode Decomposition (EMD) Bagging Regularized CSP...

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Bibliographic Details
Main Author: Dongyi Chen
Format: Article
Language:English
Published: Elsevier 2024-04-01
Series:Heliyon
Subjects:
Electro encephalon graph (EEG)
Feature extraction and classification
Improved empirical mode decomposition
Bagging RCSP
Fisher discriminant analysis
Online Access:http://www.sciencedirect.com/science/article/pii/S240584402404266X

Internet

http://www.sciencedirect.com/science/article/pii/S240584402404266X

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