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An Efficient Explainable Convolutional Network with Visualization of Feature Maps for Enhanced Understanding of Building Facade Defects
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 ...
LDA-Based Model for Assessing the Defect Liability System in Residential Buildings’ Maintenance Phase
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 ...
Evaluating Housing Maintenance Costs with Loss-Distribution Approach in South Korean Apartment Housing
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 ...
Post-Handover Defect Risk Profile of Residential Buildings Using Loss Distribution Approach
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 ...
Impact of Business Portfolio Diversification on Construction Company Insolvency in Korea
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 ...
Impact of Business Portfolio Diversification on Construction Company Insolvency in Korea
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 ...
LDA-Based Model for Measuring Impact of Change Orders in Apartment Projects and Its Application for Prerisk Assessment and Postevaluation
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 ...