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    A Bootstrap-Based Integer Programming Algorithm for Budget Allocation in Pavement Management Systems 

    Source: Journal of Infrastructure Systems:;2021:;Volume ( 028 ):;issue: 001:;page 04021056
    Author(s): Yazan Abukhalil; Omar Smadi
    Publisher: ASCE
    Abstract: Underfunding and the continuous deterioration of pavement assets have been among the major challenges for transportation agencies in the US. These challenges motivate the use of different optimization techniques such as ...
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    CART Algorithm: A Data-Driven Approach to Automate Maintenance Selection in Pavement Management Systems 

    Source: Journal of Infrastructure Systems:;2022:;Volume ( 028 ):;issue: 003:;page 04022019
    Author(s): Yazan Abukhalil; Omar Smadi
    Publisher: ASCE
    Abstract: One of the essential components for developing a plan to manage pavements is the maintenance selection step, which is done using decision trees (DTs). In most cases, DTs are developed based on experts’ judgment. These trees ...
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    Using Classification Trees for Predicting National Bridge Inventory Condition Ratings 

    Source: Journal of Infrastructure Systems:;2013:;Volume ( 019 ):;issue: 004
    Author(s): Basak Aldemir Bektas; Alicia Carriquiry; Omar Smadi
    Publisher: American Society of Civil Engineers
    Abstract: In bridge management practice, bridge condition is the fundamental information needed to allow decision makers to make well-informed decisions regarding preservation, rehabilitation, or replacement of a bridge or network ...
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    Pavement Marking Retroreflectivity and Crash Frequency: Segmentation, Line Type, and Imputation Effects 

    Source: Journal of Transportation Engineering, Part A: Systems:;2016:;Volume ( 142 ):;issue: 008
    Author(s): Basak Aldemir Bektas; Konstantina Gkritza; Omar Smadi
    Publisher: American Society of Civil Engineers
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    Detection of Unreported Treatments in Pavement Management System of Iowa DOT Using Machine Learning Classification Algorithm 

    Source: Journal of Transportation Engineering, Part B: Pavements:;2022:;Volume ( 148 ):;issue: 004:;page 04022058
    Author(s): Yazan Abukhalil; Mohamed S. Yamany; Omar Smadi
    Publisher: ASCE
    Abstract: Treatment records are among the most frequently underreported data items in pavement management systems (PMSs), which negatively affects various PMS analysis tools, such as pavement performance and deterioration models. ...
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    Assessment of Composite Pavement Performance by Survival Analysis 

    Source: Journal of Transportation Engineering, Part A: Systems:;2015:;Volume ( 141 ):;issue: 009
    Author(s): Can Chen; R. Christopher Williams; Mervyn G. Marasinghe; Jeramy C. Ashlock; Omar Smadi; Scott Schram; Ashley Buss
    Publisher: American Society of Civil Engineers
    Abstract: The main objective of this paper is to identify the most appropriate rehabilitation method for composite pavements and to evaluate the influence of different factors for the reflective crack development in composite pavement ...
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