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Journal Articles

Improving accuracy of conceptual cost estimation using MRA and ANFIS in Indonesian building projects

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Dwifitra Jumas, Faizul Azli Mohd-Rahim, Nurshuhada Zainon, Wayudi P. Utama
Journal: Built Environment Project and Asset Management
Built Environment Project and Asset Management (2018) 8 (4): 348–357.
https://doi.org/10.1108/BEPAM-11-2017-0111
Published: 11 July 2018
...Dwifitra Jumas; Faizul Azli Mohd-Rahim; Nurshuhada Zainon; Wayudi P. Utama Purpose The purpose of this paper is to develop a conceptual cost estimation (CCE) model for building project by using a pragmatic approach, which is a mix of tools drawn from multiple regression analysis (MRA) and adaptive...
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Journal Articles

Estimation of life-cycle costs of buildings: regression vs artificial neural network

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Ayedh Alqahtani, Andrew Whyte
Journal: Built Environment Project and Asset Management
Built Environment Project and Asset Management (2016) 6 (1): 30–43.
https://doi.org/10.1108/BEPAM-08-2014-0035
Published: 01 February 2016
.... A connection weight method is applied to determine the importance of cost factors in the performance of ANNs. Findings – The results illustrate that the value of the coefficient of determination=99.75 per cent for ANNs model(s), with a value of 98.1 per cent utilising multiple regression (MR) model(s...
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