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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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Bibliografski detalji
Izdano u:PeerJ Comput Sci
Glavni autor: Alhudhaif, Adi
Format: Artigo
Jezik:Inglês
Izdano: PeerJ Inc. 2021
Teme:
Online pristup: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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