Real estate valuation with multi-source image fusion and enhanced machine learning pipeline

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Detalhes bibliográficos
Publicado no:	PLoS One vol. 20, no. 5 (May 2025), p. e0321951
Autor principal:	Deng, Lin
Publicado em:	Public Library of Science
Assuntos:	Imagery City centres Photographs Datasets Housing Multilayer perceptrons Suburbs Housing authorities Machine learning Data integration Computer vision Property values Configurations Prices Remote sensing Real estate Spatial distribution Data Housing prices Case studies Images Semantics Accuracy Training Deep learning Urban planning Models Subjectivity Learning algorithms Valuation Computers Perceptions Support vector machines Neural networks Unstructured data Spatial analysis Parameters Distribution patterns Housing costs Property Residential patterns Pipelines Economic
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