Seda Şaşmaz Karacan

A Feature Selection and Hyperparameter Optimization Framework for Multiclass EEG-based Epilepsy Detection

Epilepsy is a neurological disorder characterized by recurrent seizures, and EEG continues to be the gold standard for diagnosis in clinical practice. However, the nonlinear nature of the EEG and its sensitivity to noise make manual interpretations difficult. This study presents a feature selection and hyperparameter o...