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    Prediction of Construction Material Prices Based on the Sliding Window CatBoost Model

    Source: Journal of Construction Engineering and Management:;2025:;Volume ( 151 ):;issue: 012::page 04025196-1
    Author:
    Ning, Xin
    ,
    Shan, Ming
    ,
    Li, Zhengfang
    ,
    Nie, Zhihong
    DOI: 10.1061/JCEMD4.COENG-16748
    Publisher: American Society of Civil Engineers
    Abstract: AbstractMaterial prices significantly impact project costs, and accurate price forecasting is crucial for developing cost management strategies. The volatility of construction material prices exhibits nonlinear and dynamic characteristics, posing ...Practical ApplicationsThe method proposed in this study offers significant advantages for material procurement management in the construction industry. By providing accurate predictions of material prices, the model helps managers make informed purchasing ...
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      Prediction of Construction Material Prices Based on the Sliding Window CatBoost Model

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    https://yetl.yabesh.ir/yetl1/handle/yetl/4311052
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    contributor authorNing, Xin
    contributor authorShan, Ming
    contributor authorLi, Zhengfang
    contributor authorNie, Zhihong
    date accessioned2026-08-20T10:37:47Z
    date available2026-08-20T10:37:47Z
    date copyright2025/09/23
    date issued2025
    identifier otherJCEMD4.COENG-16748.pdf
    identifier urihttp://yetl.yabesh.ir/yetl1/handle/yetl/4311052
    description abstractAbstractMaterial prices significantly impact project costs, and accurate price forecasting is crucial for developing cost management strategies. The volatility of construction material prices exhibits nonlinear and dynamic characteristics, posing ...Practical ApplicationsThe method proposed in this study offers significant advantages for material procurement management in the construction industry. By providing accurate predictions of material prices, the model helps managers make informed purchasing ...
    publisherAmerican Society of Civil Engineers
    titlePrediction of Construction Material Prices Based on the Sliding Window CatBoost Model
    typeJournal Article
    journal volume151
    journal issue12
    journal titleJournal of Construction Engineering and Management
    identifier doi10.1061/JCEMD4.COENG-16748
    journal fristpage04025196-1
    journal lastpage04025196-12
    page12
    treeJournal of Construction Engineering and Management:;2025:;Volume ( 151 ):;issue: 012
    contenttypeFulltext
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