How much is the view from the window worth? Machine learning-driven hedonic pricing model of the real estate market

Measuring Impacts of Urban Environmental Elements on Housing Prices Based on Multisource Data—A Case Study of Shanghai, China

(2020) Liujia Chen et al.   ISPRS International Journal of Geo-Information

A survey of the recent architectures of deep convolutional neural networks

(2020) Asifullah Khan et al.   ARTIFICIAL INTELLIGENCE REVIEW

Spatial Analysis of Housing Prices and Market Activity with the Geographically Weighted Regression

(2020) Radosław Cellmer et al.   ISPRS International Journal of Geo-Information

The Effect of Sustainable Urban Planning and Slum Disamenity on The Value of Neighboring Residential Property: Application of The Hedonic Pricing Model in Rent Price Appraisal

(2019) Touseef Hussain et al.   Sustainability

Causal Interpretations of Black-Box Models

(2019) Qingyuan Zhao et al.   JOURNAL OF BUSINESS & ECONOMIC STATISTICS

Take a Look Around

(2019) Stephen Law et al.   ACM Transactions on Intelligent Systems and Technology

Double/debiased machine learning for treatment and structural parameters

(2018) Victor Chernozhukov et al.   Econometrics Journal

Vision-based real estate price estimation

(2018) Omid Poursaeed et al.   MACHINE VISION AND APPLICATIONS

Impacts of Street-Visible Greenery on Housing Prices: Evidence from a Hedonic Price Model and a Massive Street View Image Dataset in Beijing

(2018) Yonglin Zhang et al.   ISPRS International Journal of Geo-Information

Random forest as a generic framework for predictive modeling of spatial and spatio-temporal variables

(2018) Tomislav Hengl et al.   PeerJ

Demand for urban tree cover: A two-stage hedonic price analysis in California

(2017) Yingdan Mei et al.   FOREST POLICY AND ECONOMICS

Image-Based Appraisal of Real Estate Properties

(2017) Quanzeng You et al.   IEEE TRANSACTIONS ON MULTIMEDIA