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    Role of National Conditions in Occupational Fatal Accidents in the Construction Industry Using Interpretable Machine Learning Approach 

    Source: Journal of Management in Engineering:;2023:;Volume ( 039 ):;issue: 006:;page 04023037-1
    Author(s): Kerim Koc
    Publisher: ASCE
    Abstract: Current national occupational safety and health (OSH) initiatives follow reactive approaches, i.e., if it breaks, fix it. Existing accounts, however, failed to improve national OSH performances substantially, which ...
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    Role of Shapley Additive Explanations and Resampling Algorithms for Contract Failure Prediction of Public–Private Partnership Projects 

    Source: Journal of Management in Engineering:;2023:;Volume ( 039 ):;issue: 005:;page 04023031-1
    Author(s): Kerim Koc
    Publisher: ASCE
    Abstract: A public–private partnership (PPP) is a common procurement model implemented worldwide as a catalyst for economic growth and improved public infrastructure. However, due to their inherent characteristics, the risk of failure ...
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    Assessment of Life Cycle Risks of Deconstruction in Urban Regeneration Projects 

    Source: Journal of Construction Engineering and Management:;2021:;Volume ( 147 ):;issue: 010:;page 04021137-1
    Author(s): Kerim Koc; Ozan Okudan
    Publisher: ASCE
    Abstract: Deconstruction is the eco-friendly alternative to demolition. It can help reduce the waste stream from urban regeneration projects (URPs) to landfills. The literature, however, does not provide a sufficient theoretical ...
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    Assessment of Urban Flood Risk Factors Using Monte Carlo Analytical Hierarchy Process 

    Source: Natural Hazards Review:;2021:;Volume ( 022 ):;issue: 004:;page 04021048-1
    Author(s): Kerim Koc; Zeynep Işık
    Publisher: ASCE
    Abstract: Sustainability of the built environment is endangered by urban floods, which the frequency and impact of which have increased incrementally due to rapid population growth, unplanned urbanization, and insufficient ...
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    Assessment of Readability Risks in Contracts Causing Conflicts in Construction Projects 

    Source: Journal of Construction Engineering and Management:;2021:;Volume ( 147 ):;issue: 006:;page 04021041-1
    Author(s): Kerim Koc; Asli Pelin Gurgun
    Publisher: ASCE
    Abstract: Readability and comprehensibility of contracts are important. A contract would be more practical and functional if the clauses can be interpreted more consistently. Therefore, an analysis of risks influencing readability ...
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    Stakeholder-Associated Life Cycle Risks in Construction Supply Chain 

    Source: Journal of Management in Engineering:;2021:;Volume ( 037 ):;issue: 001:;page 04020107
    Author(s): Kerim Koc; Asli Pelin Gurgun
    Publisher: ASCE
    Abstract: Numerous inherent risks impose a systematic risk identification approach to achieve supply chain performance goals in construction projects. This paper investigates supply chain risks in construction projects with respect ...
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    Developing a Hybrid Fuzzy Decision-Making Model for Sustainable Circular Contractor Selection 

    Source: Journal of Construction Engineering and Management:;2023:;Volume ( 149 ):;issue: 010:;page 04023095-1
    Author(s): Kerim Koc; Ömer Ekmekcioglu; Zeynep Işık
    Publisher: ASCE
    Abstract: The construction sector accounts for a significant proportion of natural resource consumption and waste generation. This reveals the essentiality for gravitating the operations in the industry toward more sustainable ...
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    Incorporating BIM and Green Building in Engineering Education: Assessment of a School Building for LEED Certification 

    Source: Practice Periodical on Structural Design and Construction:;2020:;Volume ( 025 ):;issue: 004
    Author(s): Senay Atabay; Asli Pelin Gurgun; Kerim Koc
    Publisher: ASCE
    Abstract: As a remedy to excessive amounts of energy consumption, adverse impacts on the environment, and ineffective use of resources in the construction industry, the number of green buildings (GBs) is increasing all over the ...
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    A Life Cycle Risk Management Framework for Green Building Project Stakeholders 

    Source: Journal of Management in Engineering:;2023:;Volume ( 039 ):;issue: 004:;page 04023022-1
    Author(s): Kerim Koc; Handan Kunkcu; Asli Pelin Gurgun
    Publisher: American Society of Civil Engineers
    Abstract: The construction industry compromises the sustainability of the built environment because of its adverse impacts on the environment, economy, and society. In response, green building (GB) projects advocate for targeted ...
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    Predicting Cost Impacts of Nonconformances in Construction Projects Using Interpretable Machine Learning 

    Source: Journal of Construction Engineering and Management:;2024:;Volume ( 150 ):;issue: 001:;page 04023143-1
    Author(s): Kerim Koc; Cenk Budayan; Ömer Ekmekcioğlu; Onur Behzat Tokdemir
    Publisher: ASCE
    Abstract: Nonconformance (NCR) has long been a subject of research interest for its potential to extrapolate information leading to a more productive environment in construction projects. Despite a variety of traditional attempts, ...
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