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A recent study of property valuation literature indicated that the vast majority of researchers and academics in the field of real estate are focusing on Mass Appraisals rather than on the further development of the existing valuation... more
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      Real EstateArtificial IntelligenceMASS APPRAISALSComputer Assisted Mass Appraisals
The roots of recent advances in improving mass valuation refers to data, as well as to processes and resources. On the data level public registeres and related processes are well appreciated and serve as input for estimating teh economic... more
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    • MASS APPRAISALS
This thesis addresses the important question of how to incorporate location into a model for the mass valuation of residential (domestic) real property. Two new methods for doing so are described. The first is a process for detecting... more
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      GeostatisticsMASS APPRAISALS
Property tax in Greece is levied since 1985 not on Market Values but on the " objective value " of the properties as it is defined by the Ministry of Economics. It forms a non-flexible system, with market-irrelevant and unreal-istic... more
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      Property TaxProperty Investment Valuation and Property Market AnalysisGWR; Spatial Heterogeneity; Property ValuesMASS APPRAISALS
The goal of this study is to develop an improved method for modelling the influence of location in a hedonic model for estimating the value of domestic properties, thus improving the model’s predictive accuracy and reducing observable... more
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      Computer ScienceGeostatisticsMASS APPRAISALS
Charles Tiebout (1956), in his work “A Pure Theory of Local Expenditures”, provides a vision of the workings of the local public sector, acknowledging many similarities to the features of a competitive market, however omitting any... more
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      Land and Property DevelopmentReal estate valuationProperty TaxAVM
The purpose of this article is to examine the prediction accuracy of the Random Forests, a machine learning method, when it is applied for residential mass appraisals in the city of Nicosia, Cyprus. The analysis is performed using... more
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      Artificial IntelligenceMachine LearningReal estate valuationProperty Appraisal and Valuation
Abstract. The work is focused on a new model of mass appraising including location variable. A location adjustment factor derived from a mathematical iteration was compared to the location adjustment factor based on geostatistical... more
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      Real Estate AppraisalProperty ValuationMASS APPRAISALS