Predictive analytics for early-stage construction costs estimation

SL Castro Miranda, E Del Rey Castillo, V Gonzalez… - Buildings, 2022 - mdpi.com
Low accuracy in the estimation of construction costs at early stages of projects has driven
the research on alternative costing methods that take advantage of computing advances …

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

X Hu, B Xia, 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 …

Improving the accuracy of early cost estimates on transportation infrastructure projects

I Karaca, DD Gransberg, HD Jeong - Journal of Management in …, 2020 - ascelibrary.org
A better understanding of top-down estimating practices and their contribution to budgeting
accuracy allows public transportation agencies to allocate limited construction funds more …

A decision method for construction safety risk management based on ontology and improved CBR: Example of a subway project

X Jiang, S Wang, J Wang, S Lyu… - International journal of …, 2020 - mdpi.com
Early decision-making and the prevention of construction safety risks are very important for
the safety, quality, and cost of construction projects. In the field of construction safety risk …

Improving cost estimation in construction projects

M Sayed, M Abdel-Hamid, K El-Dash - International Journal of …, 2023 - Taylor & Francis
The accurate cost estimate is one of the success keys to construction projects. The influence
of inaccurate cost estimation on construction projects is critical. There is no consensus …

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 …

Factors affecting the accuracy of cost estimate during various design stages

TH Dandan, G Sweis, LS Sukkari… - Journal of Engineering …, 2020 - emerald.com
Purpose The purpose of this paper is to identify factors affecting cost estimate accuracy in
each of five design stages preceding building construction: order of magnitude …

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 …

Application of case-based reasoning for estimating preliminary duration of building projects

RZ Jin, S Han, CT Hyun, Y Cha - Journal of Construction …, 2016 - ascelibrary.org
The applicability and effectiveness of case-based reasoning (CBR) have been
demonstrated in various construction management areas, including bidding, international …

Factors-driven comparison between BIM-based and traditional 2D quantity takeoff in construction cost estimation

A Wahab, J Wang - Engineering, Construction and Architectural …, 2022 - emerald.com
Purpose Quantity Takeoff (QTO) is an integral part of the decision-making process.
Currently, QTO is mostly done using manual or 2D method, and practitioners are …