Machine Learning | Efe Ali Merthttps://simongravelle.github.io/tag/machine-learning.htmlMachine LearningWowchemy (https://wowchemy.com)en-usTue, 01 Apr 2025 00:00:00 +0000https://simongravelle.github.io/media/logo_hu5025324560545862583.pngMachine Learninghttps://simongravelle.github.io/tag/machine-learning.htmlObjective ADHD Analysis with EEG and Ensemble Machine Learninghttps://simongravelle.github.io/projects/eeg-adhd-fractal-ml.htmlTue, 01 Apr 2025 00:00:00 +0000https://simongravelle.github.io/projects/eeg-adhd-fractal-ml.html<p>This project investigates objective differentiation of ADHD and healthy control groups using EEG signals and machine learning.</p> <p>A multi-feature pipeline (including enhanced Higuchi fractal dimensions, spectral features, Hjorth parameters, and statistical descriptors) was combined with ensemble classifiers and cross-validation.</p> <p>The study focuses on building reproducible, data-driven decision support methods for neurodiagnostic workflows.</p>