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A hybrid conceptual cost estimating model using ANN and GA for power plant projects
16 references·3 citing·31 second hop
A hybrid conceptual cost estimating model using ANN and GA for power plant projects (2017)A hybrid conceptual cost estimating model…Estimating water treatment plants costs using factor analysis and artificial neural networks (2015)Estimating water treatment pl…Cost Estimation: Methods and Tools (2015)Cost Estimation: Methods and …Conceptual Cost Estimation Model for Engineering Services in Public Construction Projects (2015)Conceptual Cost Estimation Mo…Predicting construction cost and schedule success using artificial neural networks ensemble and support vector machines classification models (2011)Predicting construction cost …Early Stage Cost Estimation of Buildings Construction Projects using Artificial Neural Networks (2010)Early Stage Cost Estimation o…Conceptual cost estimates using evolutionary fuzzy hybrid neural network for projects in construction industry (2009)Conceptual cost estimates usi…Artificial Neural Network Model for Cost Estimation: City of Edmonton’s Water and Sewer Installation Services (2009)Artificial Neural Network Mod…An artificial neural network (p,d,q) model for timeseries forecasting (2009)An artificial neural network …Neural Network Modeling of Highway Construction Costs (2005)Neural Network Modeling of Hi…COST ESTIMATION OF HIGHWAY PROJECTS IN DEVELOPING COUNTRIES: ARTIFICIAL NEURAL NETWORK APPROACH (2005)COST ESTIMATION OF HIGHWAY PR…Neural network model incorporating a genetic algorithm in estimating construction costs (2004)Neural network model incorpor…Comparison of construction cost estimating models based on regression analysis, neural networks, and case-based reasoning (2004)Comparison of construction co…A neural network approach for early cost estimation of structural systems of buildings (2004)A neural network approach for…Data modelling and the application of a neural network approach to the prediction of total construction costs (2002)Data modelling and the applic…Neural Network Model for Parametric Cost Estimation of Highway Projects (1998)Neural Network Model for Para…A neural networks approach for cost flow forecasting (1998)A neural networks approach fo…Hybrid machine learning approach for construction cost estimation: an evaluation of extreme gradient boosting model (2023)Hybrid machine learning appro…A construction cost estimation framework using DNN and validation unit (2023)A construction cost estimatio…Developing an Integrative Data Intelligence Model for Construction Cost Estimation (2022)Developing an Integrative Dat…COST ESTIMATION PREDICTIVE MODELING: REGRESSION VERSUS NEURAL NETWORK (1997)Regularization Neural Network for Construction Cost Estimation (1998)Comparison of School Building Construction Costs Estimation Methods Using Regression Analysis, Neural Network, and Support Vector Machine (2013)Optimizing parameters of support vector machine using fast messy genetic algorithm for dispute classification (2014)Application of Boosting Regression Trees to Preliminary Cost Estimation in Building Construction Projects (2015)A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting (1997)Project success and project team management: Evidence from capital projects in the process industries (2007)Success in IT projects: A matter of definition? 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References

  • 2009An artificial neural network (p,d,q) model for timeseries forecasting785 cited
  • 2004Comparison of construction cost estimating models based on regression analysis, neural networks, and case-based reasoning462 cited
  • 1998Neural Network Model for Parametric Cost Estimation of Highway Projects329 cited
  • 2004A neural network approach for early cost estimation of structural systems of buildings285 cited
  • 2005Neural Network Modeling of Highway Construction Costs188 cited
  • 2011Predicting construction cost and schedule success using artificial neural networks ensemble and support vector machines classification models180 cited
  • 2009Conceptual cost estimates using evolutionary fuzzy hybrid neural network for projects in construction industry163 cited
  • 2002Data modelling and the application of a neural network approach to the prediction of total construction costs148 cited
  • 2004Neural network model incorporating a genetic algorithm in estimating construction costs127 cited
  • 2010Early Stage Cost Estimation of Buildings Construction Projects using Artificial Neural Networks101 cited
  • 1998A neural networks approach for cost flow forecasting95 cited
  • 2015Estimating water treatment plants costs using factor analysis and artificial neural networks85 cited
  • 2005COST ESTIMATION OF HIGHWAY PROJECTS IN DEVELOPING COUNTRIES: ARTIFICIAL NEURAL NETWORK APPROACH82 cited

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  • 2009Artificial Neural Network Model for Cost Estimation: City of Edmonton’s Water and Sewer Installation Services50 cited
  • 2015Conceptual Cost Estimation Model for Engineering Services in Public Construction Projects50 cited
  • 2015Cost Estimation: Methods and Tools35 cited
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    • 2022Developing an Integrative Data Intelligence Model for Construction Cost Estimation49 cited
    • 2023Hybrid machine learning approach for construction cost estimation: an evaluation of extreme gradient boosting model39 cited
    • 2023A construction cost estimation framework using DNN and validation unit37 cited