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 …

Using intelligent techniques in construction project cost estimation: 10‐year survey

AO Elfaki, S Alatawi… - Advances in Civil …, 2014 - Wiley Online Library
Cost estimation is the most important preliminary process in any construction project.
Therefore, construction cost estimation has the lion's share of the research effort in …

Cost estimation in road construction using artificial neural network

K Tijanić, D Car-Pušić, M Šperac - Neural Computing and Applications, 2020 - Springer
Road construction projects on the territory of the Republic of Croatia are characterized by
the overrun of planned costs. The experience of the contractor on previous road projects is …

The application of case-based reasoning in construction management research: An overview

X Hu, B **a, M Skitmore, Q Chen - Automation in Construction, 2016 - Elsevier
Case-based reasoning (CBR) has been widely adopted in construction management (CM)
research due to the similar mind-sets of CBR and CM problem solving. However, to date …

Key factors of project characteristics affecting project delivery system decision making in the Chinese construction industry: Case study using Chinese data based on …

B Liu, T Huo, Y Liang, Y Sun, X Hu - Journal of Professional Issues …, 2016 - ascelibrary.org
A project delivery system (PDS), as one of the crucial factors of project success, not only
influences innovation in the construction industry but also strongly affects project schedules …

Predicting the cost outcome of construction quality problems using case-based reasoning (CBR)

NB Doğan, BU Ayhan, G Kazar, M Saygili, YE Ayözen… - Buildings, 2022 - mdpi.com
Quality problems are crucial in construction projects since poor quality might lead to delays,
low productivity, and cost overruns. In case preventive actions are absent, a lack of quality …

Reinforcement learning in construction engineering and management: A review

V Asghari, Y Wang, AJ Biglari, SC Hsu… - Journal of Construction …, 2022 - ascelibrary.org
The construction engineering and management (CEM) domain frequently meets complex
tasks due to the unavoidable complicated operation environments and the involvement of …

Conceptual estimation of construction costs using the multistep ahead approach

O Dursun, C Stoy - Journal of Construction Engineering and …, 2016 - ascelibrary.org
Providing accurate forecasts of construction costs at the conceptual phases of building
projects is vital since they form an objective benchmark for the subsequent evaluation of …

Cost overrun in public-private partnerships: Toward sustainable highway maintenance and rehabilitation

PC Anastasopoulos, JE Haddock… - Journal of Construction …, 2014 - ascelibrary.org
Transportation agencies worldwide have been preparing themselves to face the growing
demand for transportation infrastructure by forming public-private partnerships (PPP) …

Building a rough sets-based prediction model for classifying large-scale construction projects based on sustainable success index

S Akbari, M Khanzadi, MR Gholamian - … Construction and Architectural …, 2018 - emerald.com
Purpose To address requirements and specifications of construction project, academics
need to build a project classification model. In recent years, project success concept …