Neural networks model for prediction of construction material prices in Egypt using macroeconomic indicators

A Shiha, EM Dorra, K Nassar - Journal of Construction Engineering …, 2020 - ascelibrary.org
Adequate cost estimation at the planning phase is an integral part of a construction project's
success. Many uncertainties disturb the planners' initial estimations and lead to cost …

A model utilizing the artificial neural network in cost estimation of construction projects in Jordan

DR Al-Tawal, M Arafah, GJ Sweis - Engineering, Construction and …, 2021 - emerald.com
Purpose Cost estimation is one of the most significant steps in construction planning, which
must be undertaken in the preliminary stages of any project; it is required for all projects to …

Estimation of building construction cost using artificial neural networks

V Chandanshive, AR Kambekar - Journal of Soft Computing in Civil …, 2019 - jsoftcivil.com
The cost estimation of the building construction projects at initial stages with a higher degree
of accuracy plays a vital role in the success of every construction project. Based on the …

Forecasting Construction Cost Index through Artificial Intelligence

B Aslam, A Maqsoom, H Inam, M Basharat, F Ullah - Societies, 2023 - mdpi.com
This study presents a novel approach for forecasting the construction cost index (CCI) of
building materials in developing countries. Such estimations are challenging due to the …

[HTML][HTML] Estimation and prediction of construction cost index using neural networks, time series, and regression

Y Elfahham - Alexandria Engineering Journal, 2019 - Elsevier
Estimating construction costs and predicting price escalation are major steps for project
owners, estimators, and contractors. The construction costs are always subject to …

An artificial neural network (ANN) approach for early cost estimation of concrete bridge systems in developing countries: The case of Sri Lanka

N Fernando, KD TA, H Zhang - Journal of Financial Management of …, 2024 - emerald.com
Purpose The Government's investment in infrastructure projects is considerably high,
especially in bridge construction projects. Government authorities must establish an initial …

Prediction of construction material prices using ARIMA and multiple regression models

S Hosny, E Elsaid, H Hosny - Asian Journal of Civil Engineering, 2023 - Springer
Construction material prices (CMP) variations have become a major issue in properly
budgeting construction projects. Inability to accurately forecast CMP volatility can also lead …

Predicting construction materials prices using fuzzy logic and neural networks

M Marzouk, A Amin - Journal of construction engineering and …, 2013 - ascelibrary.org
Abstract Changes in construction materials prices have a great impact on the cost of
construction projects. Such changes in prices occur randomly at different rates over time …

Predicting highway construction costs: comparison of the performance of random forest, neural network and support vector machine models

MG Meharie, N Shaik - Journal of Soft Computing in Civil Engineering, 2020 - jsoftcivil.com
Inaccurate cost estimates have substantial effects on the final cost of construction projects
and erode profits. Cost estimation at conceptual phase is a challenge as inadequate …

A computer-based cost prediction model for institutional building projects in Nigeria: an artificial neural network approach

K Bala, S Ahmad Bustani… - Journal of Engineering …, 2014 - emerald.com
Purpose–The purpose of this study was develop a computer-based cost prediction model for
institutional building projects in Nigeria through the use of artificial neural network (ANN) …