Explainable artificial intelligence (XAI): Precepts, models, and opportunities for research in construction

PED Love, W Fang, J Matthews, S Porter, H Luo… - Advanced Engineering …, 2023 - Elsevier
Abstract Machine learning (ML) and deep learning (DL) are both branches of AI. As a form of
AI, ML automatically adapts to changing datasets with minimal human interference. Deep …

[HTML][HTML] Artificial intelligence in the construction industry: A review of present status, opportunities and future challenges

SO Abioye, LO Oyedele, L Akanbi, A Ajayi… - Journal of Building …, 2021 - Elsevier
The growth of the construction industry is severely limited by the myriad complex challenges
it faces such as cost and time overruns, health and safety, productivity and labour shortages …

An engineer's guide to eXplainable Artificial Intelligence and Interpretable Machine Learning: Navigating causality, forced goodness, and the false perception of …

MZ Naser - Automation in Construction, 2021 - Elsevier
While artificial intelligence (AI), and by extension machine learning (ML), continues to be
adopted in parallel engineering disciplines, the integration of AI/ML into the structural …

[图书][B] Artificial intelligence in construction engineering and management

L Zhang, Y Pan, X Wu, MJ Skibniewski - 2021 - Springer
The construction industry worldwide has been a late bloomer to adopting digital technology,
where construction projects are predominantly managed with a heavy reliance on the …

[HTML][HTML] Systematic review of application of artificial intelligence tools in architectural, engineering and construction

MH Momade, S Durdyev, D Estrella… - Frontiers in Engineering …, 2021 - emerald.com
Purpose This study reviews the extent of application of artificial intelligence (AI) tools in the
construction industry. Design/methodology/approach A thorough literature review (based on …

Role of ChatGPT and similar generative artificial intelligence (AI) in construction industry

N Rane - Available at SSRN 4598258, 2023 - papers.ssrn.com
The integration of generative Artificial Intelligence (AI) systems, such as ChatGPT, into the
construction industry represents a transformative force with profound implications. This …

Roles of artificial intelligence in construction engineering and management: A critical review and future trends

Y Pan, L Zhang - Automation in Construction, 2021 - Elsevier
With the extensive adoption of artificial intelligence (AI), construction engineering and
management (CEM) is experiencing a rapid digital transformation. Since AI-based solutions …

[HTML][HTML] Machine learning in structural design: an opinionated review

C Málaga-Chuquitaype - Frontiers in Built Environment, 2022 - frontiersin.org
The prominence gained by Artificial Intelligence (AI) over all aspects of human activity today
cannot be overstated. This technology is no newcomer to structural engineering, with logic …

[HTML][HTML] Artificial Intelligence and Sustainable Development Goals: Systematic Literature Review of the Construction Industry

M Regona, T Yigitcanlar, C Hon, M Teo - Sustainable Cities and Society, 2024 - Elsevier
While acknowledging the widespread recognition of artificial intelligence's (AI) potential in
achieving sustainable development, there remains a notable deficiency and thorough …

Artificial intelligence techniques to support design and construction

A Mohammadpour, E Karan… - ISARC. Proceedings of the …, 2019 - search.proquest.com
In recent years, researchers have relied heavily on data (historical and real-time) and digital
solutions to support informed decisions. Consequently, data analysis has become an …