Abdulrazzaq Shaamala

Graph-based machine learning in urban form characterization: a critical methodological review with structured taxonomy and methodological framework

Abstract Graph-based machine learning (graph-based ML) offers a structurally well-suited paradigm for encoding the relational properties of urban form, yet its application to urban morphological characterization remains fragmented across disciplinary boundaries. This study presen...