17 Dec 2019

Sensitivity Analysis of Machine Learning Models for the Mass Appraisal of Real Estate.

Sensitivity Analysis of Machine Learning Models for the Mass Appraisal of Real Estate. Case Study of Residential Units in Nicosia, Cyprus
Keywords: general valuation; Cyprus; artificial intelligence; mass appraisals; real estate; algorithms;
mathematical models; AVM; CAMA

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29 Nov 2018

Accuracy measurement of Random Forests and Linear Regression for mass appraisal models

Accuracy measurement of Random Forests and Linear Regression for mass appraisal models that estimate the prices of residential apartments in Nicosia, Cyprus
Keywords: Machine Learning, Artificial Intelligence, Mass Appraisals

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22 Apr 2016

A Proposal of a Mass Appraisal System in Greece with CAMA System

A Proposal of a Mass Appraisal System in Greece with CAMA System: Evaluating GWR and MRA techniques in Thessaloniki Municipality
Keywords:Property Market Value; Multiple Regression Analysis; Ordinary Least Squares; Geographically Weighted Regression; Geographic Information Systems; Mass Appraisals; Property Taxation

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