Novel Machine-Learning Model for Estimating Construction Costs Considering Economic Variables and Indexes

AbstractIn addition to materials, labor, equipment, and method, construction cost depends on many other factors such as the project locality, type, construction duration, scheduling, and the extent of use of recycled materials. Further, the fluctuation of economic variables and indexes (EV&Is),...

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Veröffentlicht in:	Journal of construction engineering and management 2018-12, Vol.144 (12)
Hauptverfasser:	Rafiei, Mohammad Hossein, Adeli, Hojjat
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial neural networks Back propagation networks Building services Construction costs Construction equipment Construction methods Data structures Economic models Equipment costs Feature extraction Machine learning Neural networks Real estate Real variables Recycled materials Regression analysis Regression models Sensitivity analysis Support vector machines Technical Papers Variations Wholesale Price Index-US
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