[PDF][PDF] Epileptic seizure classification of electroencephalogram signals using extreme gradient boosting classifier

M Panigrahi, DK Behera, KC Patra - Indonesian Journal of Electrical …, 2022 - academia.edu
Epilepsy causes repeated seizures in an individual's life, which causes transient
irregularities in the brain's electrical activity. It results in different physical symptoms that are …

[PDF][PDF] Survey Analysis on smart features selection for machine learning techniques mainly applied to EEG.

E Hakem, D Al-Shammary, AM Mahdi - Journal of Al-Qadisiyah for computer …, 2023 - iasj.net
This research presents a survey for analyzing and classifying the EEG signal based on
feature selection approaches. Moreover, The increasing complexity of high-dimensional …

An Empirical Study of Signal Transformation Techniques on Epileptic Seizures Using EEG Data

M Umme Salma, Najmusseher - … on Intelligent Systems: Proceedings of CIS …, 2022 - Springer
Signal processing may be a mathematical approach to manipulate the signals for varied
applications. A mathematical relation that changes the signal from one kind to a different is …