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A novel multi-class imbalanced EEG signals classification based on the adaptive synthetic sampling (ADASYN) approach

BACKGROUND: Brain signals (EEG—Electroencephalography) are a gold standard frequently used in epilepsy prediction. It is crucial to predict epilepsy, which is common in the community. Early diagnosis is essential to reduce the treatment process of the disease and to keep the process healthier. METHO...

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Detalhes bibliográficos
Publicado no:PeerJ Comput Sci
Autor principal: Alhudhaif, Adi
Formato: Artigo
Idioma:Inglês
Publicado em: PeerJ Inc. 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8157152/
https://ncbi.nlm.nih.gov/pubmed/34084928
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.7717/peerj-cs.523
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