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A Machine Learning Approach to Delineating Neighborhoods from Geocoded Appraisal Data

Identification of neighborhoods is an important, financially-driven topic in real estate. It is known that the real estate industry uses ZIP (postal) codes and Census tracts as a source of land demarcation to categorize properties with respect to their price. These demarcated boundaries are static a...

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Autori principali: Rao Hamza Ali, Josh Graves, Stanley Wu, Jenny Lee, Erik Linstead
Natura: Artigo
Lingua:Inglês
Pubblicazione: MDPI AG 2020-07-01
Serie:ISPRS International Journal of Geo-Information
Soggetti:
neighborhood estimation
neighborhood boundary
appraisal
spatial filters
machine learning
real estate
Accesso online:https://www.mdpi.com/2220-9964/9/7/451
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