Improving performance of mass real estate valuation through application of the dataset optimization and Spatially Constrained Multivariate Clustering Analysis

Does visual contact with green space impact housing pricesʔ An integrated approach of machine learning and hedonic modeling based on the perception of green space

(2022) Chao Wu et al.   LAND USE POLICY

Implementation of serverless cloud GIS platform for land valuation

(2021) Muhammed Oguzhan Mete et al.   International Journal of Digital Earth

Land Price Forecasting Research by Macro and Micro Factors and Real Estate Market Utilization Plan Research by Landscape Factors: Big Data Analysis Approach

(2021) Sang-Hyang Lee et al.   Symmetry-Basel

Artificial Neural Network, Quantile and Semi-Log Regression Modelling of Mass Appraisal in Housing

(2021) Jose Torres-Pruñonosa et al.   Mathematics

Feature selection applications and model validation for mass real estate valuation systems

(2021) Sukran Yalpir et al.   LAND USE POLICY

Deriving adequate sample sizes for ANN-based modelling of real estate valuation tasks by complexity analysis

(2021) Sabine Horvath et al.   LAND USE POLICY

International acceptance of automated modern tools use must-have for sustainable real estate market development

(2021) Małgorzata Renigier-Biłozor et al.   LAND USE POLICY

Urbanization path, housing price and land finance: International experience and China’s facts

(2021) Yuan Liu et al.   LAND USE POLICY

Land availability and housing price in China: Empirical evidence from nonlinear autoregressive distributed lag (NARDL)

(2021) Kwang-Jing Yii et al.   LAND USE POLICY

Real Estate Market Dynamics in the City of Naples: An Integration of a Multi-Criteria Decision Analysis and Geographical Information System

(2020) Pasquale De Toro et al.   Sustainability

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 comparative study of several machine learning based non-linear regression methods in estimating solar radiation: Case studies of the USA and Turkey regions

(2020) Meysam Alizamir et al.   ENERGY

Landslide Susceptibility Mapping: Machine and Ensemble Learning Based on Remote Sensing Big Data

(2020) Bahareh Kalantar et al.   Remote Sensing

Implementing a mass valuation application on interoperable land valuation data model designed as an extension of the national GDI

(2020) Arif Cagdas Aydinoglu et al.   SURVEY REVIEW

Automated Valuation Methods through the Cost Approach in a BIM and GIS Integration Framework for Smart City Appraisals

(2020) Natale Arcuri et al.   Sustainability

Understanding house price appreciation using multi-source big geo-data and machine learning

(2020) Yuhao Kang et al.   LAND USE POLICY

Sensitivity Analysis of Machine Learning Models for the Mass Appraisal of Real Estate. Case Study of Residential Units in Nicosia, Cyprus

(2019) Thomas Dimopoulos et al.   Remote Sensing

Affordable levels of house prices using fuzzy linear regression analysis: the case of Shanghai

(2018) Jian Zhou et al.   SOFT COMPUTING

Estimating the Performance of Random Forest versus Multiple Regression for Predicting Prices of the Apartments

(2018) Marjan Čeh et al.   ISPRS International Journal of Geo-Information

Comparing implementations of global and local indicators of spatial association

(2018) Roger S. Bivand et al.   TEST

Housing Vulnerability and Property Prices: Spatial Analyses in the Turin Real Estate Market

(2018) Alice Barreca et al.   Sustainability

Spatiotemporal Effects of Main Impact Factors on Residential Land Price in Major Cities of China

(2017) Shengfu Yang et al.   Sustainability

Data Mining and Analytics in the Process Industry: The Role of Machine Learning

(2017) Zhiqiang Ge et al.   IEEE Access

Enhancement of parcel valuation with adaptive artificial neural network modeling

(2016) Şükran Yalpır   ARTIFICIAL INTELLIGENCE REVIEW

The normalized interval regression model with outlier detection and its real-world application to house pricing problems

(2015) Chao Wang et al.   FUZZY SETS AND SYSTEMS

Boxplot-Based Outlier Detection for the Location-Scale Family

(2014) Y. H. Dovoedo et al.   COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION

Analyzing Massive Data Sets: An Adaptive Fuzzy Neural Approach for Prediction, with a Real Estate Illustration

(2013) Jian Guan et al.   JOURNAL OF ORGANIZATIONAL COMPUTING AND ELECTRONIC COMMERCE

Real estate price forecasting based on SVM optimized by PSO

(2013) Xibin Wang et al.   OPTIK

Mass appraisal of residential apartments: An application of Random forest for valuation and a CART-based approach for model diagnostics

(2011) Evgeny A. Antipov et al.   EXPERT SYSTEMS WITH APPLICATIONS

A hybrid fuzzy regression-fuzzy cognitive map algorithm for forecasting and optimization of housing market fluctuations

(2011) A. Azadeh et al.   EXPERT SYSTEMS WITH APPLICATIONS

The mass appraisal of the real estate by computational intelligence

(2009) Vilius Kontrimas et al.   APPLIED SOFT COMPUTING

The relation between Pearson's correlation coefficientrand Salton's cosine measure

(2009) Leo Egghe et al.   JOURNAL OF THE AMERICAN SOCIETY FOR INFORMATION SCIENCE AND TECHNOLOGY