Acknowledgement
이 연구는 2023년도 한국연구재단 연구비 지원에 의한 결과의 일부임. 과제번호:NRF-2019R1A2C1005833
References
- Cho, B. N., Kim, H. S., & Kang, L. S. (2015). Development of a Neural Network-Based Model for Estimating Working Periods for Each Construction Process, Journal of the Korea Academia-Industrial Cooperation Society, 16(5), 3477-3483. https://doi.org/10.5762/KAIS.2015.16.5.3477
- Cheng, M. Y., & Hoang, N. D. (2018). Estimating construction duration of diaphragm wall using firefly-tuned least squares support vector machine. Neural Computing and Applications, 30, 2489-2497.
- Hwang, H. S., Kim, K. R., Suh, S. W., Kim, C. D., & Shin, D. W. (2002). Comparative Analysis of Actual Air Conditioning by Factors Influencing Air Calculation - Focused on the Office Building Construction Air Conditioning Standards, Construction Management: Journal of the Korean Institute of Construction Management, 3(3), 84.
- Kim, J. S., & Kim, Y. S. (2021). Development of Construction Duration Estimation Model for Urban-type Residential Housing based on Multiple Regression Analysis. LHI Journal of Land, Housing, and Urban Affairs, 12(4), 93-101.
- Kim, S. W. (2021). A Study on the Prediction of Skeleton Construction Period using DNN. Master's Thesis, Hanyang University, 34
- Kim, Y. J. (2018). Development of a Prediction Model for the Construction Period of Composite Buildings in the Planning Stage of Construction Projects. Master's Thesis, Inha University, 22.
- Kim, Y. J. (2020). Comparison of Missing Value Imputation Methods in Meteorological Data. Master's Thesis, Inha University, 7.
- Lee, S. R. (2020). Performance Comparison of Missing Value Imputation Algorithms. Master's Thesis, Hankuk University of Foreign Studies, 1.
- Mahmoodzadeh, A., Nejati, H. R., & Mohammadi, M. (2022). Optimized machine learning modelling for predicting the construction cost and duration of tunnelling projects. Automation in Construction, 139.
- Sanni-Anibire, M. O., Zin, R. M., & Olatunji, S. O. (2021). Developing a machine learning model to predict the construction duration of tall building projects, Journal of Construction Engineering, 4(1), 022-036.
- Yoon, H. S. (2023). A Study on the Prediction of Construction Period for High-rise Curtain Wall using Monte Carlo Simulation and Machine Learning. Master's Thesis, Hanyang University.