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Effective and extensible feature extraction method using genetic algorithm-based frequency-domain feature search for epileptic EEG multiclassification

In this paper, genetic algorithm-based frequency-domain feature search (GAFDS) method is proposed for the electroencephalogram (EEG) analysis of epilepsy. In this method, frequency-domain features are first searched and then combined with nonlinear features. Subsequently, these features are selected...

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Detalhes bibliográficos
Publicado no:Medicine (Baltimore)
Main Authors: Wen, Tingxi, Zhang, Zhongnan
Formato: Artigo
Idioma:Inglês
Publicado em: Wolters Kluwer Health 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5428623/
https://ncbi.nlm.nih.gov/pubmed/28489789
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1097/MD.0000000000006879
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