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Framework to analyze construction labor productivity using fuzzy data clustering and multi-criteria decision-making
Download2020-01-01
Kazerooni, Matin, Raoufi, Mohammad, Fayek, Aminah Robinson
Construction labor productivity (CLP) has a significant impact on the performance and profitability of construction projects. A construction project can benefit from improved labor productivity in many ways, such as a shorter project life cycle and lower project cost. However, budget and resource...
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Predictive model for construction labour productivity using hybrid feature selection and principal component analysis
Download2022-01-01
Ebrahimi, Sara, Kazerooni, Matin, Sumati, Vuppuluri, Fayek, Aminah Robinson
Construction labour productivity (CLP) is affected by numerous variables made up of subjective and objective factors. Thus, CLP modelling and prediction are a complex task, leading to high computational cost and the risk of overfitting of data. This paper proposes a predictive model for CLP by...