Genetic programming in civil engineering: advent, applications and future trends

Q Zhang, K Barri, P Jiao, H Salehi, AH Alavi - Artificial Intelligence Review, 2021 - Springer
Over the past two decades, machine learning has been gaining significant attention for
solving complex engineering problems. Genetic programing (GP) is an advanced framework …

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

S Sisman, AC Aydinoglu - Land use policy, 2022 - Elsevier
Mass real estate valuation is a multidimensional and complex matter because it depends on
many constant and time-varying factors. It is desirable to have high level of model …

A comparison of residential apartment rent price predictions using a large data set: Kriging versus deep neural network

H Seya, D Shiroi - Geographical Analysis, 2022 - Wiley Online Library
Despite several attempts to compare and examine the predictive accuracy of real estate
sales and rent prices between the regression‐based and neural‐network (NN)‐based …

A hybrid approach for mass valuation of residential properties through geographic information systems and machine learning integration

MO Mete, T Yomralioglu - Geographical Analysis, 2023 - Wiley Online Library
Geographic Information Systems (GIS) and Machine Learning methods are now widely used
in mass property valuation using the physical attributes of properties. However, locational …

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

AC Aydinoglu, R Bovkir, I Colkesen - Survey review, 2021 - Taylor & Francis
The main purpose of this study is to propose an interoperable land valuation data model for
residential properties as an extension of the national geographic data infrastructure (GDI) …

[PDF][PDF] Artificial neural networks and the mass appraisal of real estate.

G Zhou, Y Ji, X Chen, F Zhang - International journal of online …, 2018 - academia.edu
With the rapid development of computer, artificial intelligence and big data technology,
artificial neural networks have become one of the most powerful machine learning …

[HTML][HTML] Investigation of real estate tax leakage loss rates with ANNs

M Yılmaz, B Bostancı - Buildings, 2023 - mdpi.com
In Türkiye, many changes have been made in the law within the past fifty years to determine
the real estate tax value close to the real market value. However, the changes did not …

Yapay zekâ yöntemleriyle hazine taşınmazlarının değerlemesi: Yapay sinir ağları ile kamu konutları üzerine bir uygulama

Ö Altun - Türkiye Arazi Yönetimi Dergisi, 2022 - dergipark.org.tr
Ulusal Yapay Zekâ Stratejisi 2021-2025'e ilişkin strateji belgesinde 6 stratejik öncelik ve bu
öncelikler kapsamında 24 amaç belirlenmiştir. Bu amaçlardan birisi de kamu kurumlarında …

Develo** a mobile application with geo-analytic tools to perform real estate valuation within smart cities

AC Aydinoglu, R Bovkir, İ Colkesen, EC Seyrek… - Survey …, 2025 - Taylor & Francis
Urban land management policies and applications require comprehensive information
about real estate development dynamics and value criteria. In this study, geo-analytic tools …