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Ayoung Woo

Hanyang University

SCHOLARLY PAPERS

2

DOWNLOADS

242

TOTAL CITATIONS

1

Scholarly Papers (2)

1.

Analyzing the Effects of Walkable Environments on Nearby Commercial Property Values Based on Deep Learning Approaches

Number of pages: 36 Posted: 25 Apr 2022
Hyung-Sup Shin and Ayoung Woo
affiliation not provided to SSRN and Hanyang University
Downloads 163 (472,207)

Abstract:

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walkable environments, streetscapes, deep learning, commercial property values

2.

Effects of Neighborhood Streetscape on Single-Family Housing Prices: Focusing on Non-Linear and Interaction Effects Using Interpretable Machine Learning

Number of pages: 30 Posted: 27 Jun 2023
Jaewon Han, Sugie Lee and Ayoung Woo
Hanyang University, Hanyang University and Hanyang University
Downloads 79 (809,932)
Citation 1

Abstract:

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Single-Family Housing Price, Neighborhood Streetscapes, Semantic Segmentation, Interpretable Machine Learning (IML), SHapley Additive exPlanations (SHAP)