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Author

Ines Bouzouita

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Conference Jul 2026

An Accurate Epilepsy Diagnosis Approach Based on Fractal Dimension of Brain Rhythms and Chaos-Embedding

Epilepsy is a neurological disorder characterized by unpredictable seizures that can severely affect patients’ quality of life. Diagnosis primarily relies on the analysis of the electroencephalogram (EEG), a complex, noisy, and nonstationary signal representing the summation of various brain rhythms (delta, theta, alph...

Zayneb Brari, Ines Bouzouita, S. Belghith · 0 citations
Conference Jul 2026

DPML: Derivative-Based EEG Preprocessing for Enhanced Epileptic Seizure Detection Using Machine Learning

This paper presents a comparative study for epilepsy monitoring using EEG signals along two main axes. The first axis consists of comparing the performance of the differentiation technique, which is known to be very important for the study of non-stationarity, with wavelet transform, which is widely used for detecting...

Ines Bouzouita, Zayneb Brari, S. Belghith · 0 citations

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