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Neural network model incorporating a genetic algorithm in estimating construction costs

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References

1998Neural Network Model for Parametric Cost Estimation of Highway Projects329 cited
1998Regularization Neural Network for Construction Cost Estimation255 cited
1997COST ESTIMATION PREDICTIVE MODELING: REGRESSION VERSUS NEURAL NETWORK219 cited
1996The use of artificial neural networks in construction management: a review145 cited

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2015Application of Boosting Regression Trees to Preliminary Cost Estimation in Building Construction Projects111 cited
2013Comparison of School Building Construction Costs Estimation Methods Using Regression Analysis, Neural Network, and Support Vector Machine97 cited
2014Optimizing parameters of support vector machine using fast messy genetic algorithm for dispute classification95 cited
2008Optimisation of construction site layout using a hybrid simulation-based system59 cited
2015Conceptual Cost Estimation Model for Engineering Services in Public Construction Projects50 cited
2017A hybrid conceptual cost estimating model using ANN and GA for power plant projects50 cited
2022Predictive Analytics for Early-Stage Construction Costs Estimation44 cited
2022Using an Artificial Neural Network for Improving the Prediction of Project Duration40 cited
2019A framework of developing machine learning models for facility life-cycle cost analysis37 cited

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2023

Artificial neural networks applications in construction and building engineering (1991–2021): Science mapping and visualization

31 cited

2017Uncertainties related to financial variables within infrastructure life cycle costing: a literature review21 cited

2022Implementation of a Life Cycle Cost Deep Learning Prediction Model Based on Building Structure Alternatives for Industrial Buildings18 cited

2019Machine Learning Applications in Facility Life-Cycle Cost Analysis: A Review17 cited