@inproceedings{2aa0cb54cdfa41c5ae6328b03bb088d3,
title = "Decision support model using the AdaBoost algorithm to select formwork systems in high-rise building construction",
abstract = "Appropriate selection of a formwork system is a crucial factor in successfully completing any high-rise building construction project. However, in practice, the selection of an appropriate formwork system has depended mainly on the intuitive and subjective opinion of practitioners with restricted experience. Therefore, in this study, a decision support model using AdaBoost is proposed to select a formwork system suitable for the construction site conditions. To validate the proposed model, the selection models AdaBoost and ANN were both applied to actual case data of high-rise building construction in Korea. The AdaBoost model showed slightly better accuracy than that of the ANN model. The AdaBoost model can assist engineers to determine the appropriate formwork system at the inception of future projects.",
keywords = "Adaptive boosting (AdaBoost), Artificial neural network (ANN), Decision support model, Formwork system, High-rise building",
author = "Yoonseok Shin and Kim, {Dae Won} and Yang, {Sung Woo} and Cho, {Hun Hee} and Kang, {Kyung In}",
year = "2008",
doi = "10.3846/isarc.20080626.644",
language = "English",
isbn = "9789955283294",
series = "ISARC 2008 - Proceedings from the 25th International Symposium on Automation and Robotics in Construction",
publisher = "Vilnius Gediminas Technical University",
pages = "644--649",
booktitle = "ISARC 2008 - Proceedings from the 25th International Symposium on Automation and Robotics in Construction",
address = "Lithuania",
note = "25th International Symposium on Automation and Robotics in Construction, ISARC 2008 ; Conference date: 26-06-2008 Through 29-06-2008",
}