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    Predicting Construction Cost Index Using a VMD-GRU Framework with the MHSA Mechanism

    Source: Journal of Construction Engineering and Management:;2026:;Volume ( 152 ):;issue: 001::page 04025236-1
    Author:
    Wang, Jun
    ,
    Qu, Ziyi
    ,
    Skitmore, Martin
    DOI: 10.1061/JCEMD4.COENG-17141
    Publisher: American Society of Civil Engineers
    Abstract: AbstractThe Construction Cost Index (CCI), published monthly by Engineering News-Record in the US, has fluctuations that create significant challenges in cost estimation, bid preparation, and investment planning. Accurate forecasting of the CCI is ...Practical ApplicationsAccurate CCI forecasting with the hybrid VMD-GRU-MHSA framework brings significant value to the construction industry. It provides a robust and flexible solution for predicting various nonlinear and nonstationary time series indices ...
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      Predicting Construction Cost Index Using a VMD-GRU Framework with the MHSA Mechanism

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    https://yetl.yabesh.ir/yetl1/handle/yetl/4311118
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    contributor authorWang, Jun
    contributor authorQu, Ziyi
    contributor authorSkitmore, Martin
    date accessioned2026-08-20T10:41:04Z
    date available2026-08-20T10:41:04Z
    date copyright2025/11/03
    date issued2026
    identifier otherJCEMD4.COENG-17141.pdf
    identifier urihttp://yetl.yabesh.ir/yetl1/handle/yetl/4311118
    description abstractAbstractThe Construction Cost Index (CCI), published monthly by Engineering News-Record in the US, has fluctuations that create significant challenges in cost estimation, bid preparation, and investment planning. Accurate forecasting of the CCI is ...Practical ApplicationsAccurate CCI forecasting with the hybrid VMD-GRU-MHSA framework brings significant value to the construction industry. It provides a robust and flexible solution for predicting various nonlinear and nonstationary time series indices ...
    publisherAmerican Society of Civil Engineers
    titlePredicting Construction Cost Index Using a VMD-GRU Framework with the MHSA Mechanism
    typeJournal Article
    journal volume152
    journal issue1
    journal titleJournal of Construction Engineering and Management
    identifier doi10.1061/JCEMD4.COENG-17141
    journal fristpage04025236-1
    journal lastpage04025236-13
    page13
    treeJournal of Construction Engineering and Management:;2026:;Volume ( 152 ):;issue: 001
    contenttypeFulltext
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