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An improved extreme gradient boosting approach to vehicle speed prediction for construction simulation of earthwork
15 references·1 citing·41 second hop
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References

  • 2010Role of Simulation in Construction Engineering and Management357 cited
  • 1977Cyclone–Method for Modeling Job Site Processes353 cited
  • 1999General-Purpose Systems for Effective Construction Simulation237 cited
  • 2011Research in Modeling and Simulation for Improving Construction Engineering Operations160 cited
  • 2008Resource-constrained critical path analysis based on discrete event simulation and particle swarm optimization107 cited
  • 2018Schedule risk analysis of infrastructure projects: A hybrid dynamic approach88 cited
  • 2008Parametric Range Estimating of Building Costs Using Regression Models and Bootstrap82 cited
  • 2018Application of interpretable machine learning models for the intelligent decision76 cited
  • 2014Dynamic planning of construction activities using hybrid simulation70 cited
  • 2012Exploring the environmental modeling of road construction operations using discrete-event simulation66 cited
  • 2014Evaluation of queuing systems for knowledge-based simulation of construction processes45 cited
  • 20123D AR-based modeling for discrete-event simulation of transport operations in construction42 cited
  • 2019Bayesian Inference with Markov Chain Monte Carlo–Based Numerical Approach for Input Model Updating40 cited
  • 2019Measuring Sustainability Performance with Multi Criteria Model: A Case Study

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34 cited
  • 2019A Statistical Parsimony Method for Uncertainty Quantification of FDTD Computation Based on the PCA and Ridge Regression25 cited
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    • 2024A data-driven framework for conceptual cost estimation of infrastructure projects using XGBoost and Bayesian optimization33 cited