CLASSIFICATION OF EEG SIGNAL BY METHODS OF MACHINE LEARNING

Electroencephalogram (EEG) signal of two healthy subjects that was available from literature, was studied using the methods of machine learning, namely, decision trees (DT), multilayer perceptron (MLP), K-nearest neighbours (kNN), and support vector machines (SVM). Since the data were imbalanced, th...

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Bibliographic Details
Main Authors: Amina ALYAMANI, Oleh YASNIY
Format: Article
Language:English
Published: Polish Association for Knowledge Promotion 2020-12-01
Series:Applied Computer Science
Subjects:
Online Access:http://acs.pollub.pl/pdf/v16n4/5.pdf