Menno-Jan Kraak

Mapping Street Patterns with Network Science and Supervised Machine Learning

Cai Wu, Yanwen Wang, Jiong Wang, Menno-Jan Kraak, Mingshu Wang

This study introduces a machine learning-based framework for mapping street patterns in urban morphology, offering an objective, scalable approach that transcends traditional methodologies. Focusing on six diverse cities, the research employed supervised machine learning to class…Read more