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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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書目詳細資料
發表在:PeerJ Comput Sci
主要作者: Alhudhaif, Adi
格式: Artigo
語言:Inglês
出版: PeerJ Inc. 2021
主題:
在線閱讀: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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