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The research investigates the urban structure complexity through the application of the cognitive approach processed by Neural Networks. The aim is to identify urban profiles representing characteristics and organization levels of each considered urban systems. The paper presents two different contexts of analysis: the competition among European cities and the sustainability in the Italian urban system.