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    Comparison of Machine-Learning Algorithms for Estimating Cost of Conventional and Accelerated Bridge Construction Methods during Early Design Phase 

    Source: Journal of Construction Engineering and Management:;2025:;Volume ( 151 ):;issue: 003:;page 04025004-1
    Author(s): Hadil Helaly; Khaled El-Rayes; Ernest-John Ignacio; Hee Jae Joan
    Publisher: American Society of Civil Engineers
    Abstract: The use of accelerated bridge construction methods such as prefabricated bridge elements, lateral slide, and self-propelled modular transporter has increased in recent years to minimize on-site construction time and related ...
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    Machine-Learning Model for Predicting Maintenance Costs of EPDM Roofing Systems 

    Source: Journal of Performance of Constructed Facilities:;2023:;Volume ( 037 ):;issue: 006:;page 04023048-1
    Author(s): Mishal Alashari; Khaled El-Rayes; Hadil Helaly
    Publisher: ASCE
    Abstract: Facility managers often need to accurately predict the annual maintenance of their building roofs to develop reliable and cost-effective maintenance plans that maximize their performance and life expectancy. This article ...
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