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A framework of developing machine learning models for facility life-cycle cost analysis

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References

2004Comparison of construction cost estimating models based on regression analysis, neural networks, and case-based reasoning462 cited
2006Predicting Construction Cost Using Multiple Regression Techniques292 cited
2003Predicting Accuracy of Early Cost Estimates Using Factor Analysis and Multivariate Regression291 cited
2009Conceptual cost estimates using evolutionary fuzzy hybrid neural network for projects in construction industry163 cited
2004Neural network model incorporating a genetic algorithm in estimating construction costs127 cited
2008Parametric Range Estimating of Building Costs Using Regression Models and Bootstrap82 cited
2011The development of a construction cost prediction model with improved prediction capacity using the advanced CBR approach77 cited
2006Life-Cycle Cost Analysis (LCCA)46 cited

Cited by

2021Application of Artificial Neural Networks in Construction Management: Current Status and Future Directions35 cited
2022Implementation of a Life Cycle Cost Deep Learning Prediction Model Based on Building Structure Alternatives for Industrial Buildings18 cited

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