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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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Publicat a:PeerJ Comput Sci
Autor principal: Alhudhaif, Adi
Format: Artigo
Idioma:Inglês
Publicat: PeerJ Inc. 2021
Matèries:
Accés en línia: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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