Citation map · Study

SZodixStudyAcademic Library

Shelves Open access

Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated

Prediction of Unit Price Bids of Resurfacing Highway Projects through Ensemble Machine Learning

11 references·3 citing·47 second hop

FromToDepth

this work references cited by second hop

References

2006Predicting Construction Cost Using Multiple Regression Techniques292 cited
2014Predicting construction cost overruns using text mining, numerical data and ensemble classifiers164 cited
2010Time Series Analysis of ENR Construction Cost Index152 cited
2003Estimating Future Highway Construction Costs123 cited
1994Predicting Changes in Construction Cost Indexes Using Neural Networks116 cited
2012Predicting Disputes in Public-Private Partnership Projects: Classification and Ensemble Models94 cited
2000Defining Triangular Probability Distributions from Historical Cost Data93 cited
2015Highway Construction Cost Forecasting Using Vector Error Correction Models91 cited
2009Dynamic Regression Models for Prediction of Construction Costs81 cited
2000Forecasting construction industry demand, price and productivity in Singapore: the BoxJenkins approach74 cited
2007Guidance for Cost Estimation and Management for Highway Projects During Planning, Programming, and Preconstruction74 cited

Cited by

2020Predicting the Volatility of Highway Construction Cost Index Using Long Short-Term Memory72 cited
2020Forecasting Ratio of Low Bid to Owner’s Estimate for Highway Construction38 cited
2024A data-driven framework for conceptual cost estimation of infrastructure projects using XGBoost and Bayesian optimization

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

33 cited