Data clustering in urban computational modeling by integrated geometry and imagery features for probabilistic navigation

HIGHLIGHTS

SUMMARY

    Cities are considered complex and open environments with multidimensional aspects including urban forms, urban imagery, and urban energy performance. More studies that include those two aspects are still required to investigate generic urban modeling techniques for encoding complex phenomena and multidimensional urban study. Integrating geometric and imagery aspects of computational modeling for urban design; Extracting condensed but informative feature vectors of urban cases for efficient machine_learning implementation; Integration and interrelation of multi-source data for case retrieval from the built environment; Facilitating personal preference and intuition in case retrieval to bring humans in the . . .

     

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