Cost estimation and prediction in construction projects: A systematic review on machine learning techniques

S Tayefeh Hashemi, OM Ebadati, H Kaur - SN Applied Sciences, 2020 - Springer
Construction cost predictions to reduce time risk assessment are indispensable steps for
process of decision-making of managers. Machine learning techniques need adequate …

Artificial intelligence and parametric construction cost estimate modeling: State-of-the-art review

HH Elmousalami - Journal of Construction Engineering and …, 2020 - ascelibrary.org
This study reviews the common practices and procedures conducted to identify the cost
drivers that the past literature has classified into two main categories: qualitative and …

The analytic hierarchy process and analytic network process: an overview of applications

S Sipahi, M Timor - Management decision, 2010 - emerald.com
Purpose–The purpose of this paper is to present a detailed literature review of the recent
applications of the analytic hierarchy process (AHP) and analytic network process (ANP) …

A review of Additive Manufacturing technology and Cost Estimation techniques for the defence sector

A Busachi, J Erkoyuncu, P Colegrove, F Martina… - CIRP Journal of …, 2017 - Elsevier
Abstract “Additive Manufacturing”(AM) is a promising technology which will provide major
advantages to Defence Support Service providers, given its ability of delocalised …

Project cost risk analysis: A Bayesian networks approach for modeling dependencies between cost items

V Khodakarami, A Abdi - International Journal of Project Management, 2014 - Elsevier
Uncertainty of cost items is an important aspect of complex projects. Cost uncertainty
analysis aims to help decision makers to understand and model different factors affecting …

[HTML][HTML] Case-based reasoning approach for decision-making in building retrofit: A review

Y Li, H Du, SB Kumaraswamy - Building and Environment, 2024 - Elsevier
The rapid development of computer science has brought inspirations to building retrofit.
Artificial intelligence (AI) provides more possibilities in decision-making for building retrofit …

[HTML][HTML] Safety risk identification and prioritize of forest logging activities using analytic hierarchy process (AHP)

S Unver, I Ergenc - Alexandria Engineering Journal, 2021 - Elsevier
In the safety risk assessment, since the determination of risk criteria depending on
individuals constitutes subjectivity, it raises some doubts about the reliability of the risk …

Improving knowledge capture and retrieval in the BIM environment: Combining case-based reasoning and natural language processing

H Wang, X Meng, X Zhu - Automation in Construction, 2022 - Elsevier
Most knowledge management (KM) techniques capture knowledge at the end of a project,
leading to knowledge loss. Building information modeling (BIM) is a building information …

Cost calculation of construction projects including sustainability factors using the Case Based Reasoning (CBR) method

A Leśniak, K Zima - Sustainability, 2018 - mdpi.com
The idea of sustainable development and the resulting environmentally friendly attitudes are
increasingly used in construction projects. Designing in accordance with the principles of …

Conceptual cost estimates using evolutionary fuzzy hybrid neural network for projects in construction industry

MY Cheng, HC Tsai, E Sudjono - Expert Systems with Applications, 2010 - Elsevier
Conceptual cost estimates are important to project feasibility studies and impact upon final
project success. Such estimates provide significant information that can be used in project …