George Samy Rady

Arabic News Text Classification Using Deep Learning Models with Dynamic N-grams

This study integrates parallel multi-kernel word-level convolutional features into conventional and hybrid deep learning models for Arabic text analysis tasks, providing a systematic within-study assessment of model sensitivity to architecture, preprocessing, and learning-rate selection.