Automated valuation models for real estate portfolios: A method for the value updates of the property assets

F Tajani, P Morano, K Ntalianis - Journal of Property Investment & …, 2018 - emerald.com
Purpose As regards the assessment of the market values of properties that compose real
estate portfolios, the purpose of this paper is to propose and test an automated valuation …

[PDF][PDF] Artificial neural networks for predicting real estate price

JMN Tabales, JM Caridad, FJR Carmona - Revista de Métodos …, 2013 - redalyc.org
Los modelos econométricos en la valoración de precios inmobiliarios constituyen una
herramienta útil tanto para los compradores como para las autoridades locales y fiscales …

Multicriteria analysis and genetic algorithms for mass appraisals in the Italian property market

P Morano, F Tajani, M Locurcio - International Journal of Housing …, 2018 - emerald.com
Purpose This paper aims to test and compare two innovative methodologies (utility additive
and evolutionary polynomial regression) for mass appraisal of residential properties. The …

An innovative GIS-based territorial information tool for the evaluation of corporate properties: An application to the Italian context

M Locurcio, P Morano, F Tajani, F Di Liddo - Sustainability, 2020 - mdpi.com
The financial transmission of the USA's housing price bubble has highlighted the
inadequacy of the valuation methods adopted by the credit institutions, due to their static …

Contextualized property market models vs. generalized mass appraisals: An innovative approach

P Morano, P Rosato, F Tajani, B Manganelli, F Di Liddo - Sustainability, 2019 - mdpi.com
The present research takes into account the current and widespread need for rational
valuation methodologies, able to correctly interpret the available market data. An innovative …

Bare ownership evaluation. Hedonic price model vs. artificial neural network

P Morano, F Tajani - International Journal of Business …, 2013 - inderscienceonline.com
In the current downturn of European real estate market, the sale of the bare ownership is
creating a growing interest of market operators. The attention to this formula is not only local …

[PDF][PDF] Artificial intelligence in property valuations: an application of artificial neural networks to housing appraisal

P Morano, F Tajani, CM Torre - Advances in environmental …, 2015 - academia.edu
In recent years, social, economic and fiscal factors have produced strong modifications of
the Italian real estate market, that currently appears as a complex system characterized by …

Property valuations in times of crisis: artificial neural networks and evolutionary algorithms in comparison

F Tajani, P Morano, M Locurcio… - … Science and Its …, 2015 - Springer
In the current economic situation, characterized by a high uncertainty in the appraisal of
property values, the need of “slender” models able to operate even on limited data, to …

Nonparametric neural network modeling of hedonic prices in the housing market

M Landajo, C Bilbao, A Bilbao - Empirical Economics, 2012 - Springer
This article addresses the contribution to hedonic modeling of a nonparametric approach
based on artificial neural network (ANN) regressions. ANNs provide consistent estimates for …

[PDF][PDF] Los impuestos locales: evolución reciente y estudio de convergencia

FJD Rivero - RAE: Revista Asturiana de Economía, 2008 - dialnet.unirioja.es
Este trabajo examina la imposición local obligatoria en nuestro país con un doble objetivo.
En primer lugar, analizar su evolución reciente y estado actual. Por otro lado, realizar un …