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Prediction of cost and duration of building construction using artificial neural network · Study

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ArticlePrediction of cost and duration of building construction using artificial neural network

Jesam Abam Ujong2022

Article2022

Prediction of cost and duration of building construction using artificial neural network

Jesam Abam Ujong · Elvis Michael Mbadike · George Uwadiegwu Alaneme

76 citations·0/0 files stored·Asian Journal of Civil Engineering

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Construction Project Management and Performance Neural Networks and Applications BIM and Construction Integration

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References

2006Causes of delay in large construction projects 2024Discrete Event System Simulation 2004Comparison of construction cost estimating models based on regression analysis, neural networks, and case-based reasoning 2010Role of Simulation in Construction Engineering and Management 2006Predicting Construction Cost Using Multiple Regression Techniques 2019Artificial Intelligence and Parametric Construction Cost Estimate Modeling: State-of-the-Art Review 1992Statistical Properties of Construction Duration Data 2005Time–Cost Relationships in Australian Building Construction Projects

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2025Advancement of Artificial Intelligence in Cost Estimation for Project Management Success: A Systematic Review of Machine Learning, Deep Learning, Regression, and Hybrid Models 2023Application of neural networks and neuro-fuzzy models in construction scheduling

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2013Probability distribution fitting of schedule overruns in construction projectsarticle · 3 shared references 2022Predictive Analytics for Early-Stage Construction Costs Estimationarticle · 3 shared references 2019Artificial Intelligence and Parametric Construction Cost Estimate Modeling: State-of-the-Art Reviewarticle · 2 shared references 2020Comparison of Artificial Intelligence Techniques for Project Conceptual Cost Prediction: A Case Study and Comparative Analysisarticle · 2 shared references 2011MRA-based revised CBR model for cost prediction in the early stage of construction projectsarticle · 2 shared references 2015Volatility Forecast of Construction Cost Index Using General Autoregressive Conditional Heteroskedastic Methodarticle · 2 shared references

Details

Year2022

Typearticle

Published2022-07-05

VenueAsian Journal of Civil Engineering

ISSN-L1563-0854

Languageen

Citations76

Files0 public / 0

ShelfConstruction Project Management and Performance

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doi10.1007/s42107-022-00474-4

openalex_workW4283816093

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