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    Predicting Concrete Bridge Deck Deterioration: A Hyperparameter Optimization Approach 

    Source: Journal of Performance of Constructed Facilities:;2024:;Volume ( 038 ):;issue: 003:;page 04024009-1
    Author(s): Nour Almarahlleh; Hexu Liu; Osama Abudayyeh; Rabia Almamlook
    Publisher: ASCE
    Abstract: Concrete bridge decks are critical transportation infrastructure components where deterioration can compromise structural integrity and public safety. This study develops machine learning (ML) models using the National ...
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    Holistic Framework for Highway Construction Cost Index Development Based on Inconsistent Pay Items 

    Source: Journal of Construction Engineering and Management:;2021:;Volume ( 147 ):;issue: 007:;page 04021052-1
    Author(s): Hexu Liu; Valerian Kwigizile; Wei-Chiao Huang
    Publisher: ASCE
    Abstract: A construction cost index (CCI) measures the price changes of construction items over time. It allows owner agencies and contractors to monitor construction market fluctuations so that they can more accurately estimate ...
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    Robust Forecasting Models for Highway Construction Cost Indices during Pandemic-Era Inflation 

    Source: Journal of Construction Engineering and Management:;2025:;Volume ( 151 ):;issue: 008:;page 04025101-1
    Author(s): Amr Altalhoni; Hexu Liu; Osama Abudayyeh; Valerian Kwigizile; Wei-Chiao Huang; Kristi Kirkpatrick
    Publisher: American Society of Civil Engineers
    Abstract: The highway construction cost index (HCCI) is a critical benchmark for managing highway construction project budgets. However, unpredictable economic and market changes, such as inflation due to the pandemic and supply ...
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