Forecasting construction cost using artificial neural network for road projects in the department of public works and highways region XI

DV Gante, DL Silva, MP Leopoldo - Modern Management based …, 2022 - ebooks.iospress.nl
The development of roads has been one of the nation's most essential infrastructural
initiatives. It is an essential mode of transportation that plays an important role in our …

[PDF][PDF] Forecasting the cost of structure of infrastructure projects utilizing artificial neural network model (highway projects as case study)

FMS Al-Zwainy, IAA Aidan - Indian J. Sci …, 2017 - sciresol.s3.us-east-2.amazonaws …
Objectives: The main purpose of this study is to introduce modern technique to using
artificial neural network for predicting the cost of structure works for highway project at the …

Prediction and estimation of civil construction cost using linear regression and neural network

NV Dharwadkar, SS Arage - International Journal of …, 2018 - inderscienceonline.com
Adequate construction cost estimation is a main factor for any type of construction projects.
Forecasting cost of construction projects can be considered as a difficult task. In order to …

Cost Prediction for Roads Construction using Machine Learning Models

YG Abed, TM Hasan, RN Zehawi - International journal of electrical …, 2022 - hrcak.srce.hr
Sažetak Predicting conceptual costs is among the essential criteria in project decision-
making at the early stages of civil engineering disciplines. The cost estimation model …

[PDF][PDF] Prediction of construction materials cost using artificial intelligence tools

M Hasware, S Baviskar, R Narwade - International journal of …, 2020 - academia.edu
Cost estimation is one among the key concerns throughout the project management life
cycle and may be thought to be one of the foremost important parameters of a project and …

Modeling road construction project cost in the Philippines using the artificial neural network approach

CLC Roxas, NR Roxas, J Cristobal… - 2019 IEEE 11th …, 2019 - ieeexplore.ieee.org
Incomplete data and several unforeseen factors affect the accuracy of project cost estimates,
especially during the conceptualization stage. When stakeholders need an immediate …

Time and cost analysis for highway road construction project using artificial neural networks

MG Naik, V Radhika - Journal of Construction Engineering and …, 2015 - koreascience.kr
Success of the construction companies is based on the successful completion of projects
within the agreed cost and time limits. Artificial neural networks (ANN) have recently …

[PDF][PDF] Government construction project budget prediction using machine learning

W Kusonkhum, K Srinavin, N Leungbootnak… - Journal of Advances in …, 2022 - jait.us
The construction industry could not avoid the technology disruptive era. Therefore, the Thai
government has created a new policy and directed all departments to implement big data …

Prediction of construction cost index based on multi variable grey neural network model

S Xie, J Fang - … Journal of Information Systems and Change …, 2018 - inderscienceonline.com
The construction cost index can reflect the construction market price changes on the project
cost. Due to unsuitable way of management and the consideration of data security, there is …

[PDF][PDF] Neural Network-Based Cost Predictive Model for Building Works

AL Murtala - Ph. D. Thesis, 2011 - core.ac.uk
A number of uncompleted and abandoned building projects are attributable to overall bad
projects management. Determination of accurate cost of building projects is a huge factor in …