Application of artificial neural networks in construction management: a scientometric review

H Xu, R Chang, M Pan, H Li, S Liu, RJ Webber, J Zuo… - Buildings, 2022 - mdpi.com
As a powerful artificial intelligence tool, the Artificial Neural Network (ANN) has been
increasingly applied in the field of construction management (CM) during the last few …

[HTML][HTML] Neuro-fuzzy systems in construction engineering and management research

GG Tiruneh, AR Fayek, V Sumati - Automation in construction, 2020 - Elsevier
Neuro-fuzzy systems (NFS) can explicitly represent and model the input–output
relationships of complex problems and non-linear systems, like those inherent in real-world …

Causal analysis of accidents on construction sites: A hybrid fuzzy Delphi and DEMATEL approach

SR Mohandes, H Sadeghi, A Fazeli, A Mahdiyar… - Safety science, 2022 - Elsevier
Though some studies have explored the causes of accidents on construction sites, the
interdependency among the underlying causes remains elusive. This undermines the …

A Systematic evaluation of blockchain-enabled contract administration in construction projects

M Msawil, D Greenwood, M Kassem - Automation in Construction, 2022 - Elsevier
Abstract Inefficient and ineffective Construction Contract Administration (CCA) is at the root
of many of the sector challenges. Emerging digital technologies such as blockchain are …

Causal discovery and reasoning for geotechnical risk analysis

W Liu, F Liu, W Fang, PED Love - Reliability Engineering & System Safety, 2024 - Elsevier
Artificial intelligence (AI), such as machine learning (ML) models, is profoundly impacting an
organization's ability to assess safety risks during the construction of tunnels. Yet, ML …

Stakeholder-associated life cycle risks in construction supply chain

K Koc, AP Gurgun - Journal of Management in Engineering, 2021 - ascelibrary.org
Numerous inherent risks impose a systematic risk identification approach to achieve supply
chain performance goals in construction projects. This paper investigates supply chain risks …

[HTML][HTML] Building construction supply chain resilience under supply and demand uncertainties

Z Chen, AWA Hammad, M Alyami - Automation in Construction, 2024 - Elsevier
This paper presents a multi-product, multi-period construction supply chain model,
accounting for supplier capacity and material demand uncertainties. Robust optimisation is …

Adopting BIM to facilitate dispute management in the construction industry: A conceptual framework development

J Wang, S Zhang, P Fenn, X Luo, Y Liu… - Journal of Construction …, 2023 - ascelibrary.org
Previous studies revealed that Building Information Modeling (BIM) has the potential to
reduce project uncertainties, design errors, change orders, and delays, which might facilitate …

A life cycle risk management framework for green building project stakeholders

K Koc, H Kunkcu, AP Gurgun - Journal of Management in …, 2023 - ascelibrary.org
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 …

Construction risk management research: intellectual structure and emerging themes

X Zhao - International Journal of Construction Management, 2024 - Taylor & Francis
This study aims to undertake a holistic review of global construction risk management (CRM)
research published between 2000 and 2021 and identify the intellectual structure and …