Mohamed Hassanein

Abstract Feature selection constitutes a fundamental preprocessing step in machine learning applications, seeking to identify optimal feature subsets that enhance classification performance while reducing computational complexity. The inherent NP-hard complexity of feature selection problems has motivated extensive research into metaheuristic algorithms as effective wrapper-based optimization approaches.

Architecture TURATH-تراث Cairo University, Faculty of Engineering Architecture Department. Egypt “Turath” is a vocational and innovation center in Alexandria, Egypt, designed as an architectural response to the urgent threats facing cultural and architectural heritage in coastal cities. The project reimagines heritage preservation as a dynamic, community-driven process by merging traditional craftsmanship with modern technologies.