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    An Efficient Explainable Convolutional Network with Visualization of Feature Maps for Enhanced Understanding of Building Facade Defects 

    Source: Journal of Computing in Civil Engineering:;2024:;Volume ( 038 ):;issue: 005:;page 04024024-1
    Author(s): Hyunkyu Shin; Sanghyo Lee
    Publisher: American Society of Civil Engineers
    Abstract: Over the past decade, extensive research has been conducted on employing deep learning techniques to detect visual defects in structural facades during inspection. Although these models have shown accuracy in identifying ...
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    LDA-Based Model for Assessing the Defect Liability System in Residential Buildings’ Maintenance Phase 

    Source: Journal of Performance of Constructed Facilities:;2020:;Volume ( 034 ):;issue: 002
    Author(s): Sanghyo Lee; Joosung Lee; Yonghan Ahn
    Publisher: ASCE
    Abstract: This study aimed to assess the defect liability system for repairing various defects during residential buildings’ defect liability period using the loss distribution approach (LDA). It examined 6,087 defect cases from 48 ...
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    Evaluating Housing Maintenance Costs with Loss-Distribution Approach in South Korean Apartment Housing 

    Source: Journal of Management in Engineering:;2019:;Volume ( 035 ):;issue: 002
    Author(s): Suryeon Kim; Sanghyo Lee; Yong Han Ahn
    Publisher: American Society of Civil Engineers
    Abstract: This study analyzes and evaluates building maintenance costs by applying the loss-distribution approach (LDA) normally used by financial organizations to assess operational risks to 7,267 historical maintenance data items ...
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    Post-Handover Defect Risk Profile of Residential Buildings Using Loss Distribution Approach 

    Source: Journal of Management in Engineering:;2020:;Volume ( 036 ):;issue: 004
    Author(s): Joosung Lee; Yonghan Ahn; Sanghyo Lee
    Publisher: ASCE
    Abstract: Managing defect risks is a highly challenging task because various defect characteristics are complexly interconnected under the multiple dimensions of various factors. It is vital to improve the efficiency of defect risk ...
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    Impact of Business Portfolio Diversification on Construction Company Insolvency in Korea 

    Source: Journal of Management in Engineering:;2016:;Volume ( 032 ):;issue: 003
    Author(s): Sanghyo Lee; Sungho Tae; Seungkyu Yoo; Sungwoo Shin
    Publisher: American Society of Civil Engineers
    Abstract: This study aims to conduct an empirical analysis of the impact of diversification on construction company insolvency through a vector error correction model (VECM). The study focuses on a series of structural changes in ...
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    Impact of Business Portfolio Diversification on Construction Company Insolvency in Korea 

    Source: Journal of Management in Engineering:;2016:;Volume ( 032 ):;issue: 003
    Author(s): Sanghyo Lee; Sungho Tae; Seungkyu Yoo; Sungwoo Shin
    Publisher: American Society of Civil Engineers
    Abstract: This study aims to conduct an empirical analysis of the impact of diversification on construction company insolvency through a vector error correction model (VECM). The study focuses on a series of structural changes in ...
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    LDA-Based Model for Measuring Impact of Change Orders in Apartment Projects and Its Application for Prerisk Assessment and Postevaluation 

    Source: Journal of Construction Engineering and Management:;2015:;Volume ( 141 ):;issue: 007
    Author(s): Sanghyo Lee; Sungho Tae; Namyong Jee; Sungwoo Shin
    Publisher: American Society of Civil Engineers
    Abstract: This study analyzed the impact of change orders on construction projects by using the loss distribution approach (LDA), which is used in finance to analyze operational risks, and proposed a framework for applying the LDA ...
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