AutoDefect: Defect text classification in residential buildings using a multi-task channel attention network

D Yang, B Kim, SH Lee, YH Ahn, HY Kim - Sustainable Cities and Society, 2022 - Elsevier
The sustainability of a building can be ensured through effective maintenance. Effective
defect management, which is essential for maintaining the performance and longevity of …

Prompt engineering for zero‐shot and few‐shot defect detection and classification using a visual‐language pretrained model

G Yong, K Jeon, D Gil, G Lee - Computer‐Aided Civil and …, 2023 - Wiley Online Library
Zero‐shot learning, applied with vision‐language pretrained (VLP) models, is expected to
be an alternative to existing deep learning models for defect detection, under insufficient …

Critical review of building handover-related research in construction and facility management journals

L Zhu, M Shan, Z Xu - Engineering, Construction and Architectural …, 2021 - emerald.com
Purpose Although the handover stage is the key transition stage between the construction
and operation, there is no critical overview of issues and research at the handover stage …

Analysis of defects in residential buildings reported during the warranty period

E Plebankiewicz, J Malara - Applied sciences, 2020 - mdpi.com
The aim of the article is to present the results of preliminary research of the defects in
residential buildings occurring during the warranty period. Due to the small amount of data …

Evaluating the impact of defect risks in residential buildings at the occupancy phase

S Lee, S Lee, J Kim - Sustainability, 2018 - mdpi.com
This study investigated defect risks in residential buildings using the Loss Distribution
Approach (LDA), a method of identifying and quantifying operational risks in economic …

Construction defects and disputes in low-rise residential buildings

VP Paton-Cole, AA Aibinu - Journal of legal affairs and dispute …, 2021 - ascelibrary.org
Across the major cities in Australia, there has been a remarkable increase in population that
has yielded a significant boom in the building construction sector. Despite the rigorous …

Factors affecting the number of building defects and the approaches to reduce their negative impacts in Malaysian public universities' buildings

A Hauashdh, J Jailani, I Abdul Rahman… - Journal of Facilities …, 2022 - emerald.com
Purpose The largest share of a building maintenance budget goes towards preventing or
repairing building defects. Also, building defects shorten a building's lifetime, impact the …

Defects in newly constructed residential buildings: Owners' perspective

A Zalejska Jonsson… - International Journal of …, 2019 - emerald.com
Purpose The purpose of this paper is to present defects reported by cooperative owners,
and to determine the relationship between building characteristics, developer's/contractor's …

Defect characterisations in the Malaysian affordable housing

AL Olanrewaju, YY Tan, SN Soh - International Journal of Building …, 2022 - emerald.com
Purpose The successive Malaysian government aims to provide housing to households
earning the median income and below. However, there has been continuous criticism and …

Defects in Malaysian hospital buildings

C Jesumoroti, AL Olanrewaju, SC Khor - International Journal of …, 2024 - emerald.com
Purpose Hospital building maintenance management constitutes a pertinent issue of global
concern for all healthcare stakeholders. In Malaysia, the maintenance management of …