Development of a construction cost estimation model for road construction in the planning stage using machine learning

Author:

Kim Je won,Kim Joon soo

Publisher

Korean Society of Road Engineers

Reference21 articles.

1. AACE (2023). Estimate Classification Standard., Available at: https://web.aacei.org/docs/default-source/vl-papers/19071.pdf?sfvrsn=e654deb5_2 (Accessed: Octover 23, 2023).

2. Bode, J. (1998). “Neural networks for cost estimation. Cost Engineering”, Journal of AACE, Vol.40, No.1, pp.25-30.

3. Brett Lantz (2019). Machine Learning with R, Packt (in korean)

4. Department of Transportation Official site of the state of new jersey (2023), Department of Transportation., Available at:https://www.nj.gov/transportation/capital/pd/ (Accedded:November 19, 2023)

5. El-Sawalhi, Nabil Ibrahim and Shehatto, Omar (2014). “A Neural Network Model for Building Construction Projects Cost Estimating”, KICEM Journal of Construction Engineering and Project Management, Vol.4, No.4, pp. 9-16 (in korean)

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