Sarah L. Alzamili

A Comprehensive Review of Feature Selection and Clustering Techniques for Machine Learning-Based EEG Classification

Comparative analysis indicates that advanced feature selection methods combined with machine learning classifiers consistently improve EEG classification performance, while clustering techniques effectively enhance data representation and classification accuracy.