Spatial prediction of apartment rent using regression-based and machine learning-based approaches with a large dataset

T Yoshida, D Murakami, H Seya - The Journal of Real Estate Finance and …, 2024 - Springer
Employing a large dataset (at most, the order of n= 106), this study attempts enhance the
literature on the comparison between regression and machine learning-based rent price …

Predict condominium prices in Bangkok based on ensemble learning algorithm with various factors

T Anchaleechamaikorn, T Lamjiak… - … on Circuits/Systems …, 2023 - ieeexplore.ieee.org
Real estate valuation is a critical process that determines the monetary value of a property.
Three common approaches to property valuation are the sales comparison approach, the …

From traditional house price appraisal to computer vision-based: A survey

N Naser, S Serte, F Al-Turjman - … Networks and Sustainability in the IoT …, 2021 - Springer
Online house price appraisal involved complex and quite challenging task. Several
researches have been proposed in the literature, providing various techniques and tools for …

Towards robust and speculation-reduction real estate pricing models based on a data-driven strategy

V Vargas-Calderón, JE Camargo - Journal of the Operational …, 2022 - Taylor & Francis
In many countries, real estate appraisal is based on conventional methods that rely on
appraisers' abilities to collect data, interpret it and model the price of a real estate property …

Real State Price Estimation in Brazil Using Machine Learning

M Uriona-Maldonado, CR Vaz, LM Zaghi - Knowledge Management and …, 2024 - Springer
The primary goal of this research is to develop a predictive model for real estate prices
specifically tailored to Florianopolis, SC. The process involved extracting data from a real …

Develop an Automated Machine Learning Platform for Residential Property Valuation

D Lin - 2024 - search.proquest.com
Residential property valuation aims to predict the market value of residential property
accurately and it is necessary for stakeholders involved in the real estate industry …

[PDF][PDF] Pricing Strategies and Marketed Share of Realtors in Kenya

BK Njue, L Kaminja, J Waweru, J Mutua - 2024 - easpublisher.com
The real estate sector in Kenya serves as a fundamental catalyst for economic growth and
development, yet it has been underexplored how pricing strategies influence Realtors' …

[PDF][PDF] 飲食店用不動産物件の賃料推定精度向上に向けた新モデルの提案と評価

鶴山優季子, ツルヤマユキコ - 2020 - naist.repo.nii.ac.jp
修士論文 飲食店用不動産物件の 賃料推定精度向上に向けた新モデルの提案と評価 Page 1 修士
論文 飲食店用不動産物件の 賃料推定精度向上に向けた新モデルの提案と評価 鶴山 優季子 奈良 …