Develop an artificial neural network (ANN) model to predict construction projects performance in Syria

Develop an artificial neural network (ANN) model to predict construction projects performance in Syria

The purpose of this paper is to enable members of the construction project team to understand the factors which they must closely monitor to complete the project with the required performance. Therefore, the research aimed to develop an artificial neural network (ANN) model to predict construction p...

Full description

Bibliographic Details
Main Authors:	Rana Maya, Bassam Hassan, Ammar Hassan
Format:	Article
Language:	English
Published:	Elsevier 2023-09-01
Series:	Journal of King Saud University: Engineering Sciences
Subjects:	Factors affecting project performance Artificial neural networks Performance prediction
Online Access:	http://www.sciencedirect.com/science/article/pii/S1018363921000738

Similar Items

An Artificial neural networks (ANN) model for evaluating construction project performance based on coordination factors
by: Wesam Salah Alaloul, et al.
Published: (2018-01-01)

Toward Predicting Student’s Academic Performance Using Artificial Neural Networks (ANNs)
by: Yahia Baashar, et al.
Published: (2022-01-01)

Using of an Artificial Neural Networks with Particle Swarm Optimization (ANN-PSO) Model in Prediction of Cost and Delay in Construction Projects
by: Mohammed Hadi, et al.
Published: (2021-09-01)

FORECASTING AND DETERMINING OF COST PERFORMANCE INDEX OF TUNNELS PROJECTS USING ARTIFICIAL NEURAL NETWORKS
by: Oday Hammoody, et al.
Published: (2022-03-01)

Using an Artificial Neural Network for Improving the Prediction of Project Duration
by: Itai Lishner, et al.
Published: (2022-11-01)

Predicting general academic performance and identifying the differential contribution of participating variables using artificial neural networks
by: Mariel F. Musso, et al.
Published: (2013-08-01)

Artificial neural networks in academic performance prediction: Systematic implementation and predictor evaluation
by: Carlos Felipe Rodríguez-Hernández, et al.
Published: (2021-01-01)

Artificial Neural Network (ANN) to Predict Mathematics Students' Performance
by: Norpah Mahat, et al.
Published: (2022-03-01)

Artificial Neural Network (ANN) to Predict Mathematics Students' Performance
by: Norpah Mahat, et al.
Published: (2022-03-01)

Performance Evaluation of Artificial Neural Networks (ANN) Predicting Heat Transfer through Masonry Walls Exposed to Fire
by: Iasonas Bakas, et al.
Published: (2021-12-01)

Prediction of roadheaders' performance using artificial neural network approaches (MLP and KOSFM)
by: Arash Ebrahimabadi, et al.
Published: (2015-10-01)

Artificial Neural Network (ANN) Modeling for Predicting Performance of SBS Modified Asphalt
by: Ke Zhong, et al.
Published: (2022-12-01)

Predictive Process Control Using Artificial Neural Networks (ANNs) and A Combined Method of Regression Analysis and ANNs
by: Najmeh Neshat, et al.
Published: (2009-09-01)

A Change Management Approach with the Support of the Balanced Scorecard and the Utilization of Artificial Neural Networks
by: Alkinoos Psarras, et al.
Published: (2022-05-01)

A Review on Membrane Fouling Prediction Using Artificial Neural Networks (ANNs)
by: Waad H. Abuwatfa, et al.
Published: (2023-07-01)

Assessing collusion risks in managing construction projects using artificial neural network
by: Ming Shan, et al.
Published: (2018-10-01)

Prediction of mechanical properties of composite materials based on convolutional neural network-long and short-term memory neural network
by: P. Huang, et al.
Published: (2024-01-01)

ECO INVESTMENT PROJECT MANAGEMENT THROUGH TIME APPLYING ARTIFICIAL NEURAL NETWORKS
by: Tamara Gvozdenović, et al.
Published: (2007-06-01)

Improving the accuracy of predicting the performance of solar collectors through clustering analysis with artificial neural network models
by: Bin Du, et al.
Published: (2022-11-01)

Time Prediction Using a Neuro-Fuzzy Model for Projects in the Construction Industry
by: Behnam Vahdani, et al.
Published: (2016-11-01)

Parametric analysis and performance prediction of an ultra-low temperature cascade refrigeration freezer based on an artificial neural network
by: Wenlian Ye, et al.
Published: (2024-03-01)

Using ANN to Predict the Impact of Communication Factors on the Rework Cost in Construction Projects
by: Roman Trach, et al.
Published: (2021-07-01)

Development of an artificial neural network (ANN) model to predict the temperature of hot-rolled steel pipes
by: Raphael Langbauer, et al.
Published: (2022-11-01)

A state‐of‐the‐art survey of predicting students' performance using artificial neural networks
by: Wen Xiao, et al.
Published: (2023-08-01)

Artificial Intelligence Enabled Project Management: A Systematic Literature Review
by: Ianire Taboada, et al.
Published: (2023-04-01)

Minimising the Deviation between Predicted and Actual Building Performance via Use of Neural Networks and BIM
by: Ahmed WA Hammad
Published: (2019-05-01)

Analysis of Cleaner Production Performance in Manufacturing Companies Employing Artificial Neural Networks
by: Rafael Abrantes Penchel, et al.
Published: (2023-03-01)

A New ANN Technique for Short-Term Wind Speed Prediction Based on SCADA System Data in Turkey
by: R. K. Reja, et al.
Published: (2023-09-01)

AnnRG - An artificial neural network solute geothermometer
by: Lars H. Ystroem, et al.
Published: (2023-12-01)

Evaluation on various forecasting models using artificial neural networks (ANN) /
by: 215351 Noor Yasmin Zainun, et al.
Published: (2003)

The Prediction of Stiffness of Bamboo-Reinforced Concrete Beams Using Experiment Data and Artificial Neural Networks (ANNs)
by: Muhtar, et al.
Published: (2020-08-01)

Bankruptcy Prediction of listed Companies in Tehran’s Stock Exchange by Artificial Neural Network (ANN) and Fulmer Model
by: Rahim Dabagh, et al.
Published: (2021-02-01)

Modelling of thermal shrinkage of seamless steel pipes using artificial neural networks (ANN) focussing on the influence of the ANN architecture
by: Raphael Langbauer, et al.
Published: (2023-03-01)

The crystallization prediction of tripalmitin in triolein: an artificial neural network (ann) approach
by: José-Alberto Gallegos-Infante, et al.
Published: (2003-09-01)

An Artificial Neural Network Model for Project Effort Estimation
by: Burcu Şengüneş, et al.
Published: (2023-02-01)

Random Forest (RF) and Artificial Neural Network (ANN) Algorithms for LULC Mapping
by: Tay Shihab, et al.
Published: (2020-04-01)

The Use of Artificial Neural Networks for Productivity Estimation of finishing Stone Works for Building Projects
by: فائق محمد سرحان الزويني
Published: (2012-06-01)

Specify the Priorities of Indicators for Measuring the Performance Success of Construction Projects
by: Nawras Faris Ali, et al.
Published: (2022-12-01)

Application of Artificial Neural Network (ANN) for Prediction and Optimization of Blast-Induced Impacts
by: Ali Y. Al-Bakri, et al.
Published: (2021-11-01)

Hybrid Analytic Hierarchy Process–Artificial Neural Network Model for Predicting the Major Risks and Quality of Taiwanese Construction Projects
by: Chien-Liang Lin, et al.
Published: (2022-08-01)